{"id":"W2248833360","doi":"10.1200/jco.2006.24.18_suppl.4517","title":"Absolute PSA value after androgen deprivation (AD) is a strong independent predictor of survival in new metastatic (D2) prostate cancer (PCa): Data from Southwest Oncology Group Trial 9346 (INT-0162)","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Prostate cancer; Urology; Internal medicine; Proportional hazards model; Cancer; Oncology; Biomarker; Hazard ratio; Prostate-specific antigen; Multivariate analysis; Gynecology; Gastroenterology; 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":[0.002946364,0.000497368,0.001081388,0.0002673311,0.0002642122,0.0006928718,0.0005152514,0.0004991674,0.005854963],"category_scores_gemma":[0.001750649,0.0002399558,0.001213499,0.0007366377,0.0003709841,0.0004048515,0.000411164,0.001014726,0.0005919687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392738,"about_ca_system_score_gemma":0.0007120795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006285,"about_ca_topic_score_gemma":0.002585429,"domain_scores_codex":[0.9991684,0.0004911826,0.00007333057,0.0001055457,0.00008747583,0.0000741347],"domain_scores_gemma":[0.9983042,0.0004215192,0.0005693628,0.0001652808,0.00007098154,0.0004686252],"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":[0.732735,0.005713701,0.2087149,0.0008974518,0.002532044,0.000106468,0.000141218,0.000910615,0.002818691,0.0001198759,0.005005088,0.04030488],"study_design_scores_gemma":[0.2819439,0.1603818,0.5404428,0.0002349168,0.004513774,0.0006289195,0.0001017919,0.00179006,0.00225336,0.0002866518,0.007373937,0.0000481241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936226,0.002025627,0.0001157358,0.0002002194,0.00003596089,0.0002541096,0.002739144,0.00001742534,0.0009891792],"genre_scores_gemma":[0.9922231,0.0009771041,0.0002350011,0.0002176252,0.0001049158,0.0002495426,0.00518608,0.000008426247,0.0007981213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005854963,"threshold_uncertainty_score":0.0195868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1863070091198989,"score_gpt":0.4758913808876539,"score_spread":0.289584371767755,"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."}}