{"id":"W2071474307","doi":"10.1590/s0102-86502003001200008","title":"Free PSA and prostate volume on the diagnosis of prostate carcinoma","year":2003,"lang":"en","type":"article","venue":"Acta Cirúrgica Brasileira","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Urology; Medicine; Prostate; Rectal examination; Prostate cancer; Prostate-specific antigen; Gynecology; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002460926,0.0002906794,0.0004447937,0.00008840376,0.0001430611,0.00003883062,0.0001494692,0.00008235642,0.0004143211],"category_scores_gemma":[0.0003361355,0.0001836696,0.0001257841,0.0002663301,0.0002157261,0.00009577893,0.00006556877,0.0002124027,0.00002236945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009372552,"about_ca_system_score_gemma":0.0001278413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007391405,"about_ca_topic_score_gemma":0.00001340284,"domain_scores_codex":[0.998327,0.0001053335,0.0003632395,0.0004583254,0.0003477408,0.000398383],"domain_scores_gemma":[0.9983335,0.0003317859,0.0001805965,0.000829346,0.0001215285,0.0002032256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001690577,0.0005241209,0.973279,0.000117332,0.0001385259,0.00008418968,0.0007984499,0.000001365973,0.0003382609,0.001656409,0.02053377,0.002359524],"study_design_scores_gemma":[0.003252765,0.002040765,0.9269389,0.0002703221,0.0002137944,0.00005981337,0.0002881429,0.00001850746,0.02923089,0.0004370521,0.0370059,0.0002431656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836003,0.001538968,6.092652e-7,0.006011722,0.0001077376,0.001518069,0.0002539932,0.0000420159,0.006926543],"genre_scores_gemma":[0.9959801,0.001082183,0.00009250423,0.001051017,0.00004157622,0.00068879,0.00002841659,0.00004457031,0.0009908004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04634011,"threshold_uncertainty_score":0.7489829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425720662528275,"score_gpt":0.2545211621511571,"score_spread":0.2302639555258744,"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."}}