{"id":"W2589475321","doi":"10.1200/jco.2016.34.2_suppl.12","title":"Efficacy of early and delayed radiation in a prostatectomy cohort adjusted for genomic and clinical risk.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Internal medicine; Oncology; Radiation therapy; Clinical endpoint; Clinical trial; Proportional hazards model; Cohort; Metastasis; Retrospective cohort study; Cancer; Surgery","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":[0.0022478,0.0003090291,0.0005428086,0.0003229167,0.0001778028,0.000450324,0.0004622054,0.0004242122,0.00137382],"category_scores_gemma":[0.002683841,0.0001771381,0.001569786,0.0002380516,0.0003106896,0.0003535515,0.0003651915,0.0005419687,0.0001500403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002638831,"about_ca_system_score_gemma":0.0004157454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009382532,"about_ca_topic_score_gemma":0.001160537,"domain_scores_codex":[0.9993184,0.0002821914,0.00003124514,0.000240743,0.00005454422,0.00007300061],"domain_scores_gemma":[0.9975586,0.0009981127,0.0006192537,0.0003001077,0.00007361942,0.0004503981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06177287,0.0005369398,0.9140691,0.0001097091,0.002471858,0.000142219,0.00007032901,0.001272889,0.002186232,0.0000836252,0.0004148832,0.01686958],"study_design_scores_gemma":[0.001081339,0.01702149,0.9757873,0.00001812699,0.001467075,0.0004085342,0.00005952138,0.002681492,0.0008913561,0.000147945,0.000410845,0.00002492852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987695,0.0006488884,0.0001148722,0.00003261926,0.00001076338,0.000008720493,0.0002341886,0.000006306886,0.0001741341],"genre_scores_gemma":[0.9994298,0.00007824865,0.00007404301,0.00001736172,0.0000146634,0.000007471627,0.0002767357,0.000001869463,0.00009984026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0022478,"threshold_uncertainty_score":0.01188761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073240256867093,"score_gpt":0.4912037107682297,"score_spread":0.3838796850815203,"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."}}