Non-Randomized for Cohorts 1,2,3, and 4; Randomized for Cohorts 5, 6, and 7. Cohort 5 has been cancelled, effective December 2023.
Key Inclusion Criteria:
Inclusion Criteria for All Cohorts:
* Female or male individuals, ≥ 18 years of age (19 Years old for South Korea).
* Eastern Cooperative Oncology Group (ECOG) Performance status score of 0 or 1.
* Adequate renal and hepatic function.
* Adequate hematologic parameters without transfusional support.
* Individuals must have a 3-month life expectancy.
Additional Inclusion Criteria for Cohorts 1 to 6:
* Cohort 1: Have had progression or recurrence of urothelial cancer following receipt of platinum-containing regimen (cisplatin or carboplatin):
* Received a first-line platinum-containing regimen in the metastatic setting or for inoperable locally advanced disease;
* Or received neo/adjuvant platinum-containing therapy for localized muscle-invasive urothelial cancer, with recurrence/progression ≤12 months following completion of therapy.
* Cohort 1: In addition to above criterion, have had progression or recurrence of urothelial cancer following receipt of an Anti-programmed Cell Death Protein 1 (anti-PD-1)/ Anti-programmed Death Ligand 1 (PD-L1) therapy.
* Cohort 2: Were ineligible for platinum-based therapy for first line metastatic disease and have had progression or recurrence of urothelial cancer after a first-line therapy for metastatic disease with anti-PD-1/PD-L1 therapy. Individual may not have received any platinum for treatment of recurrent, metastatic or advanced disease.
* Cohort 3: Progression or recurrence of UC following a platinum containing regimen in the metastatic setting, or progression or recurrence of UC within 12 months of completion of platinum-based therapy as neoadjuvant or adjuvant therapy.
* Cohort 4: Individual has not received any platinum-based chemotherapy in the metastatic or unresectable locally advanced setting. Creatinine clearance of at least 50 mL/min calculated by Cockcroft-Gault formula or another validated tool. For individuals receiving cisplatin at 70 mg/m\^2 on Day 1 of every 21-day cycle, a creatinine clearance of least 60 mL/min calculated by Cockcroft -Gault formula or another validated tool is required. Individuals with creatinine clearance between 50 to 59 mL/min are to receive a split dose of cisplatin (35 mg/m\^2 Day 1 and Day 8 of every 21-day cycle).
* Cohorts 4, 5, 6: Archival tumor tissue comprising muscle-invasive or metastatic urothelial carcinoma, or a biopsy of metastatic urothelial carcinoma.
* Cohort 5: Individuals received at least 4 cycles and no more than 6 cycles of GEM + cisplatin. No other chemotherapy regimens are allowed in this cohort, with the exception of prior adjuvant or neoadjuvant systemic therapy with curative intent after \> 12 months from completion of therapy.
* No evidence of progressive disease following completion of first-line chemotherapy (ie, CR, PR, or SD per RECIST v1.1 guidelines as per investigator).
* Treatment-free interval of 4 to 10 weeks since the last dose of chemotherapy.
* Cohort 6: Cis-ineligible and no prior therapy for metastatic disease or for unresectable locally advanced disease. Checkpoint inhibitor therapy naïve or \>12 months from completion of adjuvant therapy are permitted.
* Cohorts 4 and 6: Have measurable disease by CT or MRI as per RECIST 1.1 criteria. Tumor lesions situated in a previously irradiated area are considered measurable if progression has been demonstrated in such lesions.
* Cohorts 1, 2, 3 and 5: Creatinine clearance ≥ 30 mL/min as calculated by the Cockcroft-Gault formula unless otherwise specified
Additional Inclusion Criteria for Cohort 7:
* No prior systemic therapy for locally advanced or metastatic UC. Therapy in the curative setting is allowed provided recurrence is \> 12 months since the last dose of systemic therapy.
* Archival tumor tissue comprising muscle-invasive or metastatic urothelial carcinoma, or a biopsy of metastatic urothelial carcinoma.
* Have measurable disease by CT or MRI as per RECIST 1.1 criteria. Tumor lesions situated in a previously irradiated area are considered measurable if progression has been demonstrated in such lesions.
Key Exclusion Criteria:
Exclusion Criteria for All cohorts:
* Females who are pregnant or lactating.
* Has had a prior anti-cancer monoclonal antibody (mAb) within 4 weeks prior to study Day 1 or who has not recovered (i.e., ≤ Grade 1 or at baseline) from adverse events due to agents administered more than 4 weeks earlier.
* Has an active second malignancy.
* Has known active Hepatitis B or Hepatitis C.
* Has other concurrent medical or psychiatric conditions.
* Has known active central nervous system (CNS) metastases and/or carcinomatous meningitis.
* Has an active second malignancy.
Additional Exclusion Criteria for Cohorts 1 to 6:
* For Cohort 5: Alopecia, sensory neuropathy Grade ≤2 is acceptable, or other Grade \<\< 2 adverse events not constituting a safety risk based on the investigator's judgment are acceptable.
* Cohort 3: Has received anti-PD-1/PD-L1 therapy previously.
* Cohorts 3 to 6: Has an active autoimmune disease that required systemic treatment in past 2 years (ie, with use of disease-modifying agents, corticosteroids, or immunosuppressive drugs). Replacement therapy (eg, thyroxine, insulin, or physiologic corticosteroid replacement therapy for adrenal or pituitary insufficiency) is not considered a form of systemic treatment.
* Cohorts 3 to 6: Has received a live vaccine within 30 days prior to the first dose of study drug(s), has history or evidence of interstitial lung disease (ILD) or non-infectious pneumonitis.
* Cohort 4: Refractory to platinum (i.e., relapsed ≤ 12 months after completion of chemotherapy) in the neoadjuvant/adjuvant setting.
* Cohorts 4, 5, and 6: For individuals who received prior CPI, a treatment-free interval \>12 months between the last treatment administration and the date of recurrence is required.
Additional Exclusion Criteria for Cohort 7:
* Have had a prior anticancer therapy within 12 months prior to C1D1 or prior radiation therapy within 2 weeks prior to C1D1. Individuals participating in observational studies are eligible. Use of other investigational drugs (drugs not marketed for any indication) within 28 days or 5 half-lives (whichever is longer) of first dose of investigational product.
* Have a history of idiopathic pulmonary fibrosis, organizing pneumonia, drug-induced pneumonitis, idiopathic pneumonitis, or evidence of active pneumonitis on screening chest CT scan.
* Have a Child-Pugh score of B or C.
* Individuals with uncontrolled diabetes.
* Have active keratitis or corneal ulcerations.
* Participants with ongoing sensory or motor neuropathy Grade ≥ 2.
Note: Other protocol defined Inclusion/Exclusion criteria may apply.