{"id":"W2898673479","doi":"10.1016/j.jogc.2018.07.007","title":"No. 275-Antibiotic Prophylaxis in Gynaecologic Procedures","year":2018,"lang":"en","type":"review","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Surgical site infection prevention","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Observational study; MEDLINE; Cochrane Library; Specialty; Randomized controlled trial; Antibiotic prophylaxis; Intensive care medicine; Systematic review; Clinical trial; Evidence-based medicine; Antibiotics; Family medicine; Alternative medicine; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032303,0.0007461702,0.001860436,0.00402408,0.0004716368,0.001499729,0.001324885,0.001298647,0.01216053],"category_scores_gemma":[0.004468554,0.0003252414,0.0009857429,0.004707684,0.0007473091,0.001451568,0.000844745,0.001505114,0.001884124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068121,"about_ca_system_score_gemma":0.003267024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00478174,"about_ca_topic_score_gemma":0.008605189,"domain_scores_codex":[0.9994511,0.00009726491,0.0001671422,0.00007587094,0.0001751615,0.00003346755],"domain_scores_gemma":[0.9965113,0.00235398,0.0005126496,0.00004663032,0.0004584493,0.0001170444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001028146,0.00005383101,0.0004287616,0.1451048,0.0002957249,0.0001329662,0.0001002135,0.0001518209,0.0002852966,0.001468138,0.03935605,0.8125196],"study_design_scores_gemma":[0.00005548651,0.0001479553,0.004363992,0.2187713,0.002103898,0.002765695,0.0002499496,0.0000990246,0.0002319584,0.001510764,0.7696667,0.00003330091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004692578,0.9990358,0.00001664599,0.0001967133,0.0002065873,0.000004649021,0.00002438953,0.000001955797,0.0004663493],"genre_scores_gemma":[0.0003431282,0.999236,0.00003220401,0.00009329103,0.0001309406,0.000002952022,0.00002089004,5.851358e-7,0.0001400205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01216053,"threshold_uncertainty_score":0.04068106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352715551232097,"score_gpt":0.2885605865724555,"score_spread":0.2650334310601345,"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."}}