{"id":"W2015682402","doi":"10.1086/592699","title":"Practices and Attitudes of Surgeons Toward the Prevention of Surgical Site Infections: A Provincial Survey in Alberta, Canada","year":2008,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Surgical site infection prevention","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Bathing; Guideline; Surgical site infection; Infection control; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007959199,0.0002267457,0.0002425092,0.001082856,0.002420701,0.0009432961,0.0008202842,0.0004247741,0.001414968],"category_scores_gemma":[0.002721262,0.0004011765,0.0002635728,0.002763506,0.0009754419,0.0002450515,0.0005941013,0.0005380046,0.0002219091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01543056,"about_ca_system_score_gemma":0.01968621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908572,"about_ca_topic_score_gemma":0.9942775,"domain_scores_codex":[0.9986408,0.0001312113,0.00007655295,0.00008511024,0.0007282354,0.0003380496],"domain_scores_gemma":[0.9967434,0.000323512,0.0007108821,0.00006044146,0.001210425,0.0009513226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004837441,0.00006067094,0.9926487,0.00003298524,0.00001398662,0.0001035242,0.002610914,0.00007764438,0.0002462663,0.00003490764,0.0006423537,0.003479717],"study_design_scores_gemma":[0.000008297445,0.0000495903,0.9942576,0.00003104392,0.000006709756,0.0000535837,0.004820993,0.0001772413,0.00004557619,0.00001048141,0.0005310831,0.000007847567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970789,0.0002530352,0.00005164539,0.0004030113,0.000006730997,0.00002868688,0.0004782857,0.000004447097,0.001695308],"genre_scores_gemma":[0.9982176,0.0003915633,0.0001781454,0.0001975155,0.000004587339,0.00001219517,0.0002545068,0.000001914525,0.0007418352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543056,"threshold_uncertainty_score":0.111957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952523343845054,"score_gpt":0.3261073565597197,"score_spread":0.2865821231212691,"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."}}