{"id":"W2316209929","doi":"10.1503/cmaj.150429","title":"Arthroplasty and postoperative antimicrobial prophylaxis","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Cloxacillin; Medicine; Antimicrobial; Arthroplasty; Joint arthroplasty; Antibiotic prophylaxis; Surgery; Hip arthroplasty; Joint replacement; Standard of care; Antibiotics; Penicillin; Microbiology","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":[0.001187861,0.0003043309,0.0004655038,0.0006612526,0.000374356,0.001521637,0.0004658563,0.001361263,0.009573685],"category_scores_gemma":[0.009690449,0.0001038342,0.0003737008,0.0009239132,0.0007622619,0.0008449813,0.0006747324,0.002553208,0.0008659818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008959472,"about_ca_system_score_gemma":0.002193601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279092,"about_ca_topic_score_gemma":0.007282377,"domain_scores_codex":[0.9982246,0.0005668658,0.0001959049,0.0001418268,0.0007402214,0.0001307387],"domain_scores_gemma":[0.9938831,0.002924458,0.001812646,0.0001242197,0.0008141104,0.0004415482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009884164,0.0006568226,0.06419642,0.008772314,0.0004881913,0.001513984,0.0003491218,0.0005818019,0.001039772,0.033424,0.07030544,0.8176837],"study_design_scores_gemma":[0.0002606233,0.001933369,0.2432957,0.0301753,0.0009939391,0.01562048,0.001086913,0.0008092768,0.001300032,0.05921401,0.645182,0.0001283627],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01004592,0.9123371,0.0009203809,0.04283619,0.001743199,0.000023531,0.0002235399,0.00001674991,0.03185338],"genre_scores_gemma":[0.2034367,0.7664241,0.002078241,0.0144194,0.008407384,0.00005208177,0.0003556198,0.00001726801,0.004809182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9957209,"threshold_uncertainty_score":0.03202718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00828315861480633,"score_gpt":0.2380704278554801,"score_spread":0.2297872692406738,"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."}}