{"id":"W3006826879","doi":"10.1200/jco.2020.38.6_suppl.117","title":"Analysis of prevalence and prognostic implications of early versus delayed PSA declines during radium-223 (Ra223) treatment among men with metastatic castration-resistant prostate cancer (mCRPC).","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; University of Toronto; University Health Network; Regional Municipality of Durham; Health Sciences Centre; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostate cancer; Cohort; Prostate-specific antigen; Urology; Internal medicine; Cancer; Log-rank test; Overall survival; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005091417,0.0001720022,0.0002544459,0.0007140233,0.0003676128,0.0005706232,0.000469901,0.0004265983,0.001017712],"category_scores_gemma":[0.00239832,0.0002007349,0.0002534358,0.00100586,0.0004077216,0.0002858325,0.0003753368,0.000342659,0.0001631774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009712359,"about_ca_system_score_gemma":0.0007096072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05064497,"about_ca_topic_score_gemma":0.05789661,"domain_scores_codex":[0.9995769,0.00006482064,0.00003675491,0.00009095678,0.000120625,0.0001100741],"domain_scores_gemma":[0.9981288,0.0002951277,0.001035132,0.00007999038,0.000187092,0.0002738716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006686888,0.000005436295,0.9993441,0.000002833412,0.000006706465,0.00003138478,0.00003888008,0.000007789591,0.00008388213,0.000001936676,0.00001676059,0.0003934848],"study_design_scores_gemma":[0.000001963109,0.00004656491,0.9996297,0.000001228048,0.000007191857,0.0001171564,0.00008339475,0.00004734275,0.00001987933,0.000001627164,0.000042838,0.000001075291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995615,0.0001116759,0.00001579822,0.00001383308,9.313408e-7,0.000004340832,0.0001640786,0.000001255378,0.0001264864],"genre_scores_gemma":[0.9997488,0.00003457936,0.00001434394,0.000006698198,0.000002049481,0.000002615092,0.0001421519,7.423133e-7,0.00004807627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05064497,"threshold_uncertainty_score":0.1007004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476306797668516,"score_gpt":0.4712615864519624,"score_spread":0.3236309066851108,"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."}}