{"id":"W4405510740","doi":"10.1186/s43058-024-00679-5","title":"Extending the Calgary Audit and Feedback Framework into the virtual environment: a process evaluation and empiric evidence","year":2024,"lang":"en","type":"article","venue":"Implementation Science Communications","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Saskatchewan Health Quality Council; University of Calgary","funders":"","keywords":"Session (web analytics); Audit; Psychological intervention; Intervention (counseling); Psychology; Medical education; Coaching; Applied psychology; Computer science; Medicine; Nursing; World Wide Web; Management","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4057754,0.001338593,0.001862216,0.006052572,0.003114166,0.005058717,0.003215258,0.001923057,0.001428436],"category_scores_gemma":[0.3531861,0.001214331,0.002362638,0.006082533,0.00524566,0.00369085,0.005512308,0.002264576,0.0001670771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0208025,"about_ca_system_score_gemma":0.04877205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01843713,"about_ca_topic_score_gemma":0.02425933,"domain_scores_codex":[0.3887792,0.5566618,0.01917565,0.003561548,0.02890329,0.002918499],"domain_scores_gemma":[0.4605457,0.4421127,0.03062623,0.0176332,0.0459181,0.00316416],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005683106,0.009190907,0.04155781,0.0329372,0.0008663813,0.0002233724,0.02708336,0.006243969,0.0009616591,0.005674695,0.001800595,0.8677769],"study_design_scores_gemma":[0.048854,0.1587137,0.2863553,0.2365485,0.009130276,0.001735513,0.08992708,0.04019149,0.02161185,0.0180298,0.08711755,0.001785028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5813772,0.0333265,0.08054511,0.006265286,0.0007590036,0.2799266,0.001160088,0.0003820967,0.01625814],"genre_scores_gemma":[0.6896865,0.007219336,0.231675,0.001154194,0.0001145907,0.06947675,0.0002870051,0.0000545681,0.0003320967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057754,"threshold_uncertainty_score":0.7327847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5989284043823604,"score_gpt":0.7212668161568202,"score_spread":0.1223384117744598,"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."}}