{"id":"W1773621349","doi":"10.5489/cuaj.444","title":"Urinary PSA: a potential useful marker when serum PSA is between 2.5 ng/mL and 10 ng/mL","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Urology; Prostate cancer; Receiver operating characteristic; Prostate-specific antigen; Urinary system; Prostate; Urine; Hyperplasia; Cancer; Internal medicine; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001012234,0.0004288745,0.0005803475,0.001265869,0.0001983375,0.0008734305,0.0003952898,0.0006207716,0.002135925],"category_scores_gemma":[0.001940542,0.0001433696,0.000218692,0.001098654,0.0005129199,0.0004073317,0.0003422639,0.0002638378,0.0007915146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201763,"about_ca_system_score_gemma":0.0003884764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003549889,"about_ca_topic_score_gemma":0.0006705837,"domain_scores_codex":[0.9993563,0.0001894178,0.00007680055,0.00007972472,0.0001943652,0.0001033239],"domain_scores_gemma":[0.9988691,0.0003660356,0.0004277838,0.00003512233,0.0001223158,0.000179604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009673344,0.00007945434,0.962095,0.0002182259,0.00009381834,0.002699957,0.00006651765,0.0001330437,0.008770681,0.0001387929,0.00110377,0.02363334],"study_design_scores_gemma":[0.00009971632,0.001117357,0.9441817,0.0001812185,0.0003398002,0.03060728,0.0002752665,0.001389227,0.01134126,0.0006307244,0.009789512,0.00004679443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740471,0.01632567,0.003185384,0.0005071425,0.0001587663,0.00008157349,0.0007574316,0.0001024715,0.004834496],"genre_scores_gemma":[0.9958838,0.001295212,0.001686459,0.0001664718,0.0001589446,0.00002302962,0.0004336931,0.000007651255,0.0003446607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135925,"threshold_uncertainty_score":0.007145405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141811630869228,"score_gpt":0.2256091551942625,"score_spread":0.2114279921073397,"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."}}