{"id":"W2787788586","doi":"10.1089/sur.2017.231","title":"A Randomized Controlled Trial of Video Education versus Skill Demonstration: Which Is More Effective in Teaching Sterile Surgical Technique?","year":2018,"lang":"en","type":"article","venue":"Surgical Infections","topic":"Surgical site infection prevention","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Randomized controlled trial; Medical education; Surgery; Medical physics; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.003810068,0.002072873,0.005418017,0.001124018,0.0009689747,0.001599033,0.001935596,0.003690933,0.01788765],"category_scores_gemma":[0.009543376,0.001159351,0.00187797,0.0007393658,0.002397726,0.002300014,0.000879251,0.003813972,0.001605473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514705,"about_ca_system_score_gemma":0.002633904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702792,"about_ca_topic_score_gemma":0.002541555,"domain_scores_codex":[0.9962178,0.001997448,0.0003918241,0.0007288313,0.0002909322,0.0003731709],"domain_scores_gemma":[0.9929178,0.003724048,0.001375511,0.0002844424,0.000382453,0.001315772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9708474,0.01940871,0.0002119666,0.0008093377,0.0003120986,0.00001942648,0.00006047031,0.00008956889,0.0005055655,0.0001033489,0.0003361611,0.007295948],"study_design_scores_gemma":[0.9017858,0.09622877,0.0006598699,0.00006797732,0.000304403,0.000007519722,0.00003488936,0.0002962181,0.0002257643,0.0001308525,0.0002462636,0.00001158461],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489742,0.004694685,0.001467484,0.001213639,0.002516181,0.03660481,0.0009871416,0.0002626503,0.003279277],"genre_scores_gemma":[0.9278837,0.002354732,0.005934684,0.001312901,0.001132326,0.05714315,0.0004565273,0.00003299497,0.003748989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01788765,"threshold_uncertainty_score":0.05984014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279651561031191,"score_gpt":0.3576068073074373,"score_spread":0.3448102916971254,"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."}}