Inclusion Criteria:

          -  Eastern Cooperative Oncology Group (ECOG) performance status of 0 or 1

          -  Have histologically or cytologically confirmed advanced or metastatic non-small cell
             lung cancer (NSCLC) (Stage IIIb or greater)

          -  Measurable disease, as defined by Response Evaluation Criteria in Solid Tumors
             (RECIST) 1.1

          -  Tumor cell programmed death-ligand 1 (PD-L1) score of tumor cells (TC)1-3 and immune
             cell PD-L1 score of tumor-infiltrating immune cells (IC)0-3 as determined by an
             immunohistochemistry (IHC) assay performed by the central laboratory on tissue
             obtained after the last line of therapy

          -  A woman of childbearing potential must have a negative highly sensitive serum
             (beta-human chorionic gonadotropin [beta- hCG]) at Screening within 14 days prior to
             study drug administration

        Inclusion Criteria for Crossover:

          -  Participants must have been randomized to Arm A of the study and had radiographic
             disease progression according to RECIST 1.1

          -  Participants must have a mandatory biopsy at the time of disease progression according
             to RECIST 1.1 prior to crossing over. If not clinically feasible, discussion with
             Sponsor is required

          -  The first dose of atezolizumab in the crossover arm should be within 42 days of last
             dose but no less than 21 days from the last dose prior to crossing over

        Exclusion Criteria:

          -  Received any of the following prescribed medications or therapies in the past:

               1. Anti-cluster of differentiation(CD)38 therapy, including daratumumab

               2. CD137 agonists, immune checkpoint inhibitors including but not limited to CTLA-4,
                  anti-PD-1, and anti-PD-L1 therapies

          -  Known to be seropositive for human immunodeficiency virus (HIV)

          -  Prior allogeneic bone marrow transplantation or solid organ transplant

          -  History of severe allergic, anaphylactic, or other hypersensitivity reactions to
             chimeric or humanized antibodies or fusion proteins

          -  Active hepatitis B, defined by a positive test for hepatitis B surface antigen [HBsAg]
             or prior history of hepatitis B, defined by presence of antibodies to hepatitis B core
             antigen [anti-HBc], regardless of hepatitis B surface antibody [anti-HBs] status;
             active hepatitis C or prior history of hepatitis C (anti-HCV positive), except in the
             setting of a sustained virologic response (SVR), defined as aviremia 12 weeks after
             completion of antiviral therapy. If hepatitis C virus (HCV) antibodies are detected,
             an HCV RNA test for viral load by polymerase chain reaction (PCR) should be performed
             at least 12 weeks after completion of antiviral therapy to rule out active infection

        Exclusion Criteria for Crossover:

          -  Received any subsequent anti-cancer therapies from the time between the last dose of
             atezolizumab prior to the first administration of study drug after crossing over

          -  Whole brain radiation within 28 days or other radiotherapy within 14 days prior to
             first administration of study drug after crossing over