{"id":"W2106460543","doi":"10.1136/bmjqs-2015-003978","title":"A qualitative study of the variable effects of audit and feedback in the ICU","year":2015,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Audit; Qualitative research; Variable (mathematics); Nursing; Medical emergency; Family medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.04274896,0.0006466617,0.0009808004,0.002052702,0.01320038,0.004809826,0.002645323,0.002355964,0.003174893],"category_scores_gemma":[0.08201481,0.0008011295,0.0005408734,0.002490577,0.01591974,0.004879016,0.006671731,0.002798592,0.0003612693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01394931,"about_ca_system_score_gemma":0.01421668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01777543,"about_ca_topic_score_gemma":0.02111925,"domain_scores_codex":[0.9380328,0.05401224,0.001125728,0.001273228,0.002713719,0.002842287],"domain_scores_gemma":[0.8403718,0.138308,0.005125318,0.002199773,0.009258354,0.004736721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007101538,0.00004726738,0.001471122,0.0002640565,0.000003565145,0.0006261857,0.9906031,0.00005601237,0.0005077634,0.001286478,0.0006033828,0.004460167],"study_design_scores_gemma":[0.00001915307,0.0001133044,0.001282048,0.0004833288,0.00000608593,0.0002820128,0.9868664,0.0001413321,0.0003270651,0.0006320119,0.00983107,0.00001618902],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596336,0.001611148,0.01242108,0.008308873,0.0002608201,0.001304224,0.0004942135,0.00007017602,0.01589574],"genre_scores_gemma":[0.9892854,0.0007279642,0.004399797,0.001533614,0.00003431471,0.0009311497,0.0000874025,0.00004401069,0.002956328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04274896,"threshold_uncertainty_score":0.2260808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2448599804199531,"score_gpt":0.5694887234916586,"score_spread":0.3246287430717055,"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."}}