{"id":"W4317910598","doi":"10.1093/tbm/ibac114","title":"Snakes and ladders: A qualitative study understanding the active ingredients of social interaction around the use of audit and feedback","year":2023,"lang":"en","type":"article","venue":"Translational Behavioral Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; Trillium Health Centre; University of Toronto","funders":"","keywords":"Facilitator; Psychology; Focus group; Conversation; Thematic analysis; Qualitative research; Qualitative property; Applied psychology; Action (physics); Audit; Social psychology; Action plan; Medical education; Medicine; Computer science; Sociology","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":[0.03712887,0.000620752,0.0009375375,0.002211978,0.0108697,0.004438992,0.002203355,0.002307169,0.002394985],"category_scores_gemma":[0.05024884,0.0009177794,0.0006087898,0.002506517,0.01196592,0.00725585,0.006914442,0.003215083,0.0003475108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006151146,"about_ca_system_score_gemma":0.009642677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009067818,"about_ca_topic_score_gemma":0.01287839,"domain_scores_codex":[0.9511819,0.04219739,0.0008575605,0.001105382,0.002633855,0.002023976],"domain_scores_gemma":[0.935966,0.05130234,0.003724077,0.001551488,0.003655273,0.00380098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004115147,0.00004771124,0.002043947,0.0001915925,0.00000437776,0.0005007432,0.9887642,0.0000512539,0.0004865718,0.001402489,0.000588384,0.005877559],"study_design_scores_gemma":[0.00001272119,0.00007918962,0.001307681,0.000371984,0.00000578234,0.0002909496,0.9833304,0.0001857137,0.0003510635,0.001251142,0.01279185,0.00002153791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491315,0.001522258,0.0238353,0.009911261,0.0002010918,0.001396892,0.0003483791,0.0001190709,0.01353422],"genre_scores_gemma":[0.9870416,0.0007337899,0.006931256,0.001092151,0.00001989501,0.0007681022,0.00007803033,0.00007069314,0.003264522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03712887,"threshold_uncertainty_score":0.1963586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3724343071999294,"score_gpt":0.4857662424234367,"score_spread":0.1133319352235074,"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."}}