{"id":"W2766122987","doi":"10.1200/jco.2017.35.15_suppl.e16528","title":"Prostate-specific antigen (PSA) trajectories correlate with overall survival (OS) in men treated with abiraterone acetate plus prednisone (AA+P) or placebo plus prednisone: A post-hoc analysis of COU-AA-301 trial data.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Abiraterone acetate; Prednisone; Internal medicine; Prostate cancer; Placebo; Post-hoc analysis; Proportional hazards model; Randomization; Logistic regression; Prostate-specific antigen; Oncology; Univariate analysis; Randomized controlled trial; Multivariate analysis; Cancer; Androgen deprivation therapy; Pathology","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":[0.005010679,0.0005722307,0.001380839,0.0003196549,0.0002101829,0.0007998267,0.0004385898,0.0005291692,0.002129099],"category_scores_gemma":[0.003822166,0.0002137073,0.003307524,0.0004206995,0.000399835,0.000632569,0.0005251002,0.001079853,0.0001869304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994282,"about_ca_system_score_gemma":0.0005881905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000716216,"about_ca_topic_score_gemma":0.001346329,"domain_scores_codex":[0.998108,0.001339935,0.00009465616,0.0002035986,0.00009318376,0.0001604984],"domain_scores_gemma":[0.9959559,0.002568183,0.000674439,0.0003051574,0.0001145413,0.0003816418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8208974,0.001734162,0.1410352,0.0005882445,0.009515218,0.000119565,0.0001668713,0.002234268,0.002297093,0.0001089381,0.001111436,0.02019153],"study_design_scores_gemma":[0.08959323,0.2086539,0.6613685,0.0001443351,0.01971535,0.0004140686,0.0004116743,0.0126104,0.003003615,0.0008340324,0.003132001,0.0001188802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982051,0.0008549874,0.0001217619,0.00005361258,0.00002110387,0.00005577411,0.000478083,0.000007323538,0.0002022831],"genre_scores_gemma":[0.9987329,0.0001465763,0.0001002487,0.00002780998,0.00002668849,0.00005280804,0.0006507265,0.000003631124,0.0002586225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005010679,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1950967785406121,"score_gpt":0.4655073672088598,"score_spread":0.2704105886682476,"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."}}