{"id":"W4402199871","doi":"10.3138/cjms.v1i1.24","title":"Ultrasound-Guided Transrectal Prostate Biopsy: An Evidence-Based Process Report for an Acute Care Community Hospital","year":2010,"lang":"en","type":"article","venue":"The Canadian journal of medical sonography.","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ultrasound; Prostate; Prostate biopsy; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002177566,0.000295258,0.0005249204,0.0003015008,0.0008334856,0.0001814994,0.0007014947,0.0002851121,0.0001260327],"category_scores_gemma":[0.0004140375,0.0001916802,0.0004503642,0.0004265805,0.0007648305,0.0003986549,0.000007121223,0.001564522,0.000001173085],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737112,"about_ca_system_score_gemma":0.00644419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01733053,"about_ca_topic_score_gemma":0.1634241,"domain_scores_codex":[0.9971615,0.0001903056,0.0007624251,0.0002629019,0.001013141,0.0006097002],"domain_scores_gemma":[0.9948019,0.0003081996,0.000423428,0.0006111809,0.0009983326,0.002857001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009813944,0.001646634,0.9136287,0.000504441,0.001301486,0.004446433,0.0215401,0.00001375431,0.0009279565,0.00007776856,0.003219835,0.0517115],"study_design_scores_gemma":[0.01893827,0.03271531,0.8667957,0.004009169,0.003869731,0.03204354,0.01560931,0.0004170045,0.005296777,0.001869385,0.01695292,0.001482879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865777,0.0009167165,0.0002478922,0.01001481,0.0008955764,0.001108607,0.0001451657,0.00002691097,0.00006662774],"genre_scores_gemma":[0.9970252,0.0001082648,0.000893276,0.001072262,0.0005071607,0.0001434611,0.0001992932,0.00004451605,0.000006554586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460936,"threshold_uncertainty_score":0.9991884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354582008450723,"score_gpt":0.3351664241917479,"score_spread":0.3016206041072407,"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."}}