{"id":"W4293217252","doi":"10.1016/j.clgc.2022.08.010","title":"Mortality According to Treatment in Metastatic Collecting Duct Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Université de Montréal","funders":"","keywords":"Medicine; Proportional hazards model; Internal medicine; Renal cell carcinoma; Concomitant; Cohort; Epidemiology; Nephrectomy; Gastroenterology; Surgery; Urology; Kidney","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"],"consensus_categories":[],"category_scores_codex":[0.0007068861,0.0003290388,0.000856175,0.0002444793,0.0002582345,0.00001899245,0.0001807238,0.00005368865,0.0007433394],"category_scores_gemma":[0.00009308908,0.0002917136,0.0004184005,0.0007748546,0.00005240132,0.00005250702,0.0002966289,0.000501828,0.00003869359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250009,"about_ca_system_score_gemma":0.0009200188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801545,"about_ca_topic_score_gemma":0.0001690968,"domain_scores_codex":[0.9966034,0.0005118299,0.0009852926,0.0008299563,0.000499656,0.0005698482],"domain_scores_gemma":[0.9982715,0.0004093456,0.000195024,0.0006064797,0.00006503482,0.0004525661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001727997,0.002338762,0.9684382,0.00007478289,0.0002130398,0.006119692,0.0004872598,0.002030009,0.003317062,0.000001875277,0.001303737,0.01394755],"study_design_scores_gemma":[0.009160028,0.009740882,0.9555157,0.00005227394,0.0008763535,0.0002377091,0.002391936,0.0006588223,0.009919193,0.000047176,0.01084308,0.0005568081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920174,0.00165328,0.000008456803,0.0007502148,0.0007809573,0.001502295,0.00005666573,0.00005013749,0.00318062],"genre_scores_gemma":[0.992345,0.00009645338,0.0008287234,0.0007246857,0.0005759838,0.001343779,0.00003369798,0.00005678233,0.003994903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01339074,"threshold_uncertainty_score":0.9999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753293432445423,"score_gpt":0.4239670720048233,"score_spread":0.248637728760281,"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."}}