{"id":"W1922692380","doi":"10.5489/cuaj.449","title":"PSA for prostate cancer detection: In serum, in urine or both?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Urine; Cancer; Prostate cancer; Prostate; Medicine; Cancer detection; Urology; Oncology; Internal medicine","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":[0.01144499,0.001316417,0.003845284,0.003017142,0.001374622,0.004560556,0.002244029,0.00695075,0.01288505],"category_scores_gemma":[0.0471044,0.0007076373,0.001438502,0.002731792,0.00686075,0.01015545,0.001513066,0.01072404,0.009132422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002515431,"about_ca_system_score_gemma":0.005704906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536917,"about_ca_topic_score_gemma":0.02750902,"domain_scores_codex":[0.9932011,0.002468842,0.000857252,0.000650243,0.002400887,0.0004217701],"domain_scores_gemma":[0.981932,0.007679589,0.001646843,0.001223172,0.005038276,0.002480037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008220687,0.0001116065,0.009005737,0.002641641,0.000295289,0.0005741718,0.00023171,0.0002088585,0.001138911,0.01241759,0.531982,0.4405703],"study_design_scores_gemma":[0.0002587633,0.0007809291,0.0161307,0.006451239,0.0004333494,0.005933488,0.001562819,0.000863037,0.001021407,0.06534956,0.9007697,0.0004449229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001679428,0.311164,0.004309276,0.6328455,0.03666609,0.00003402815,0.0003764811,0.0002801129,0.01264519],"genre_scores_gemma":[0.1034022,0.3971339,0.0269474,0.3255008,0.1157217,0.0001621363,0.001061583,0.0006281539,0.0294423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01536917,"threshold_uncertainty_score":0.06052762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609846227815307,"score_gpt":0.2584265225128179,"score_spread":0.2423280602346648,"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."}}