{"id":"W2004915663","doi":"10.5489/cuaj.2382","title":"CUA Guidelines on antibiotic prophylaxis for urologic procedures","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Surgical site infection prevention","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Antibiotic prophylaxis; Urologic disease; Prostatitis; Prostate biopsy; General surgery; Surgery; Urinary system; Lithotripsy; Intensive care medicine; Urology; Prostate; Antibiotics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001564119,0.0001496182,0.0002798843,0.0002322611,0.0002053285,0.0000806782,0.00009122534,0.0003646874,0.0004860275],"category_scores_gemma":[0.01448529,0.0001083796,0.0002072609,0.0002605792,0.00002538904,0.000085046,0.000008877408,0.0004630857,0.0001520182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144331,"about_ca_system_score_gemma":0.0007510567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001592007,"about_ca_topic_score_gemma":0.000175362,"domain_scores_codex":[0.9982865,0.0001482677,0.0004556557,0.0002322109,0.0004153163,0.0004620417],"domain_scores_gemma":[0.997279,0.0001615859,0.0002849371,0.00009821749,0.001178358,0.000997938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005827362,0.0002516385,0.8395637,0.00002201147,0.0001675663,0.0001054464,0.00005410476,0.0005162043,0.0002065376,0.0009601618,0.1335299,0.02403998],"study_design_scores_gemma":[0.003881066,0.00641551,0.3623287,0.00004064077,0.000136393,0.0007346749,0.00005768471,0.0005474136,0.0001458171,0.007450249,0.6179631,0.0002987121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925285,0.0002494953,0.0003863131,0.06668457,0.0009554189,0.0007908869,0.00002352752,0.0001063953,0.005518367],"genre_scores_gemma":[0.9852661,0.00002242495,0.0007958859,0.0112689,0.001103165,0.00001504226,0.00002893997,0.00001487353,0.001484619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4844332,"threshold_uncertainty_score":0.9938161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05314691173581268,"score_gpt":0.3103041450749888,"score_spread":0.2571572333391761,"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."}}