{"id":"W3166145929","doi":"10.1200/jco.2021.39.15_suppl.e16526","title":"Outcomes of patients (pts) with advanced urothelial carcinoma (aUC) treated with immune checkpoint inhibitors (ICIs): Associations with age, race, sex and smoking history.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Logistic regression; Cohort; Oncology; Population; Proportional hazards model; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000514014,0.0001657036,0.0003445719,0.00039116,0.0002698232,0.0004731218,0.0002034644,0.0002905523,0.001513473],"category_scores_gemma":[0.001467932,0.0001646935,0.0003873118,0.0007636601,0.0002019884,0.0004782947,0.000391296,0.0004500012,0.0002295334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003125216,"about_ca_system_score_gemma":0.0002935998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001741743,"about_ca_topic_score_gemma":0.002488259,"domain_scores_codex":[0.9997225,0.00006052097,0.00003207379,0.00007591124,0.00005192291,0.00005704204],"domain_scores_gemma":[0.9989851,0.0001840785,0.0005376445,0.00005260948,0.00006695363,0.0001735817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000170685,0.00001815557,0.9987893,0.000006542979,0.00001809803,0.00005157723,0.00001479602,0.00004492031,0.00008885193,0.000006426071,0.00006705462,0.0007237261],"study_design_scores_gemma":[0.00001566761,0.0002732448,0.9986824,0.000006500102,0.00002819904,0.0003909671,0.00007652125,0.000245757,0.00006383038,0.00002124248,0.0001932126,0.000002314513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988434,0.0001560365,0.00006304788,0.00002997504,0.000003360881,0.000008952389,0.00068033,0.000002209742,0.0002126825],"genre_scores_gemma":[0.9991587,0.00005846645,0.00004431219,0.00001843106,0.000009642158,0.000008639805,0.0006205541,8.652976e-7,0.0000804347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001741743,"threshold_uncertainty_score":0.005063117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954485064468183,"score_gpt":0.3603492603798838,"score_spread":0.310804409735202,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}