{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004062989,0.0002345679,0.0004306113,0.0001378886,0.0003458832,0.0002070372,0.0001121762,0.0003391634,0.00944199],"category_scores_gemma":[0.0002036329,0.0001834357,0.0001697636,0.0001249834,0.00005283806,0.0002242268,0.00003960637,0.0005654043,0.0003204431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123847,"about_ca_system_score_gemma":0.0004096889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001695304,"about_ca_topic_score_gemma":0.0002103976,"domain_scores_codex":[0.9979814,0.0001502832,0.0004193788,0.0003347285,0.0003996041,0.0007146066],"domain_scores_gemma":[0.997744,0.0001197975,0.0002673567,0.0001562489,0.0003099827,0.001402642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002901771,0.00006650621,0.8707551,0.000006848385,0.0003128837,0.0002180368,0.0001190113,0.000001152766,0.000009860865,0.00001077705,0.1206076,0.007863163],"study_design_scores_gemma":[0.001630546,0.0007779664,0.9045478,0.00002538807,0.0002411616,0.0002305416,0.00004824884,0.00004905003,0.00001618002,0.001597066,0.09066614,0.0001699247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794225,0.0007833202,0.0000126806,0.1175259,0.0002206222,0.0003891822,0.0001715891,0.0000269523,0.001447226],"genre_scores_gemma":[0.9864976,0.0004311287,0.0002047709,0.009119434,0.0008334252,0.00004160267,0.00004834976,0.00002291925,0.002800791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084065,"threshold_uncertainty_score":0.9914635,"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."}}