{"id":"W2121879128","doi":"10.1016/j.ijrobp.2011.06.023","title":"Ki-67 Staining is a Strong Predictor of Patient Outcomes for Prostate Cancer Patients Treated on RTOG 94-08","year":2011,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Medicine; Prostate cancer; Internal medicine; Proportional hazards model; Oncology; Univariate analysis; Androgen deprivation therapy; Quartile; Biopsy; Multivariate analysis; Cancer; Randomization; Radiation therapy; Urology; Randomized controlled trial; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002106548,0.0001396524,0.000251828,0.0004781897,0.0003461662,0.0005216199,0.0003137289,0.0003581953,0.002483355],"category_scores_gemma":[0.001845683,0.0001698596,0.000324413,0.0005645808,0.0002213142,0.0003574206,0.0003336511,0.000604019,0.0002801453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263935,"about_ca_system_score_gemma":0.0004137296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003592846,"about_ca_topic_score_gemma":0.008144434,"domain_scores_codex":[0.9998216,0.00003192502,0.00001584952,0.00001858811,0.00005380162,0.00005828426],"domain_scores_gemma":[0.9986084,0.0002772521,0.00057024,0.00004435813,0.0001428278,0.0003569724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000252549,0.00003557148,0.9954431,0.000009981802,0.00004129305,0.00005744766,0.00002267009,0.00005304342,0.0007414469,0.00001100447,0.0002266762,0.003105236],"study_design_scores_gemma":[0.000004454027,0.00008240136,0.9992556,0.000002750887,0.00003805506,0.0001705575,0.00005168884,0.00008505103,0.0000993571,0.00002034233,0.0001873944,0.000002314649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972889,0.0006706769,0.00007076417,0.0002121289,0.00002040505,0.000005165118,0.0002218515,0.000008833833,0.001501352],"genre_scores_gemma":[0.9991374,0.0001856251,0.00003530612,0.0000324214,0.00002066375,0.000002245796,0.0002326016,0.000003763357,0.0003500573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003592846,"threshold_uncertainty_score":0.008307695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974702284924608,"score_gpt":0.3632337688496654,"score_spread":0.3234867460004193,"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."}}