{"id":"W3200866809","doi":"10.1002/pros.24235","title":"Improvement in overall and cancer‐specific survival in contemporary, metastatic prostate cancer chemotherapy exposed patients","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Propensity score matching; Hazard ratio; Proportional hazards model; Internal medicine; Prostate cancer; Chemotherapy; Epidemiology; Cancer; Oncology; Concomitant; Stage (stratigraphy); Surgery; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0004085296,0.0002599821,0.0004691137,0.0001227489,0.0000765966,0.00006241296,0.00009666287,0.00004058673,0.0001302012],"category_scores_gemma":[0.00001914089,0.0001704324,0.0000555821,0.0004045388,0.0001467865,0.0001434054,0.00009560855,0.0003214845,0.000004838014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032639,"about_ca_system_score_gemma":0.0005891597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00163264,"about_ca_topic_score_gemma":0.0008356601,"domain_scores_codex":[0.9979714,0.0001449006,0.0004408457,0.0004807595,0.0004256962,0.0005364661],"domain_scores_gemma":[0.9991969,0.00007474875,0.000110494,0.0003112696,0.0001738833,0.0001326925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00527539,0.001094325,0.8452199,0.0004618133,0.0002804515,0.0004167435,0.0121384,0.00003206763,0.02992409,0.00006492984,0.001011336,0.1040806],"study_design_scores_gemma":[0.06386637,0.001396611,0.8279518,0.001128459,0.00007282764,0.00000806807,0.002441752,0.0004639316,0.08090539,0.001418597,0.01965114,0.0006950916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745671,0.0143779,0.000001336575,0.00797611,0.00019736,0.00230518,0.0001570414,0.00002389387,0.0003940434],"genre_scores_gemma":[0.9681787,0.02643362,0.00004502604,0.000678381,0.00004133323,0.0007854213,0.0001151147,0.0000469579,0.003675373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033855,"threshold_uncertainty_score":0.6950032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05592623632028982,"score_gpt":0.3294003477481893,"score_spread":0.2734741114278995,"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."}}