{"id":"W1510563711","doi":"10.1002/tre.407","title":"Interpretation of PSA levels after radical therapy for prostate cancer","year":2014,"lang":"en","type":"article","venue":"Trends in Urology & Men s Health","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Prostatectomy; Prostate cancer; Medicine; Brachytherapy; Interpretation (philosophy); Prostate-specific antigen; Radiation therapy; Urology; Prostate; Oncology; Cancer; Internal medicine; Computer science","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":[0.001517618,0.0003601816,0.0005087868,0.00160357,0.0004401519,0.001034371,0.0003942861,0.0005664811,0.002695478],"category_scores_gemma":[0.003889031,0.0001627043,0.0004279624,0.0007440839,0.0006940184,0.0003289341,0.0003129316,0.0007988065,0.001376805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260015,"about_ca_system_score_gemma":0.0004272814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767361,"about_ca_topic_score_gemma":0.002627767,"domain_scores_codex":[0.9989078,0.0005231471,0.0001340121,0.0000772897,0.0003046413,0.00005314582],"domain_scores_gemma":[0.9983916,0.0007426356,0.0003843363,0.00008600017,0.0002958426,0.00009956909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001296153,0.0001302434,0.3838548,0.001250871,0.000344742,0.01864686,0.001061789,0.000907479,0.0280066,0.00140306,0.03954423,0.5235531],"study_design_scores_gemma":[0.0000780523,0.001958304,0.654234,0.001506803,0.0005083915,0.1058783,0.001984966,0.002182069,0.07014599,0.005467778,0.1558611,0.0001942674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5363208,0.278378,0.03725954,0.02201371,0.008068865,0.0002583758,0.001519333,0.001919472,0.1142619],"genre_scores_gemma":[0.9475811,0.02551899,0.01014096,0.003576974,0.001550406,0.00002236113,0.0001995271,0.0001305096,0.01127918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002695478,"threshold_uncertainty_score":0.009017229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946626988203736,"score_gpt":0.374251221847705,"score_spread":0.3447849519656677,"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."}}