{"id":"W3202940729","doi":"10.1177/17588359211047352","title":"Metastatic Urothelial Cancer: a rapidly changing treatment landscape","year":2021,"lang":"en","type":"review","venue":"Therapeutic Advances in Medical Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Metastatic Urothelial Carcinoma; Urothelial cancer; Immunotherapy; Clinical trial; Oncology; Chemotherapy; Disease; Cancer; Internal medicine; Intensive care medicine; Bladder cancer; Urothelial carcinoma","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004798231,0.0007679282,0.00483596,0.0004957846,0.00008238496,0.00001366112,0.0002971462,0.0005945503,0.004923851],"category_scores_gemma":[0.00008913102,0.000506514,0.0007157379,0.0008755055,0.0002609236,0.00007910856,0.00008783837,0.0008119365,0.00008497536],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473733,"about_ca_system_score_gemma":0.006274284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005300783,"about_ca_topic_score_gemma":0.0002372774,"domain_scores_codex":[0.9957273,0.0007191384,0.00107451,0.0008509003,0.0007124457,0.0009157005],"domain_scores_gemma":[0.9978113,0.0008223364,0.0003574659,0.0005058432,0.00006138186,0.000441707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001377094,0.0009267735,0.00003304159,0.003651912,0.001094007,0.002450047,0.0003057045,0.000001119648,1.453004e-7,0.0001757092,0.00003415394,0.9911897],"study_design_scores_gemma":[0.005128925,0.001786326,0.000001843911,0.01197247,0.003874581,0.0009701292,0.0001657682,0.00002837923,0.000002273966,0.00009589373,0.9756038,0.0003695694],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005270002,0.991823,0.0002355877,0.0007403705,0.001353906,0.001702367,0.00007354908,0.00007709854,0.003988894],"genre_scores_gemma":[0.00002908967,0.9933809,0.0004107696,0.001517966,0.001098849,0.002190909,0.0001535148,0.0001208397,0.001097172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908201,"threshold_uncertainty_score":0.9997386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794330522167166,"score_gpt":0.4500267465703506,"score_spread":0.382083441348679,"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."}}