{"id":"W2605603220","doi":"10.1136/bmjqs-2017-006748","title":"High Reliability and ‘Cargo Cult QI’: response to Sutcliffe <i>et al. BMJ Qual Saf</i> 2017;26:248–51","year":2017,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Reliability (semiconductor); Compromise; Quality (philosophy); Quality management; Medicine; Health care; Risk analysis (engineering); Operations management; Engineering; Epistemology; Law; Political science","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":[0.01023018,0.0008808757,0.00163257,0.0009502604,0.005910948,0.00406147,0.002616665,0.06613831,0.006104192],"category_scores_gemma":[0.05938612,0.0009362396,0.001284469,0.001102549,0.006293178,0.008637389,0.00302188,0.0788881,0.004852789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005840135,"about_ca_system_score_gemma":0.007808951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009117617,"about_ca_topic_score_gemma":0.01235094,"domain_scores_codex":[0.9931452,0.002632206,0.0008096083,0.0007544228,0.001855624,0.000802866],"domain_scores_gemma":[0.9671913,0.02100333,0.00182469,0.0007587709,0.005146483,0.004075374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004240073,0.00003295415,0.0005559968,0.00007337637,0.000009689758,0.001137524,0.0006668426,0.00003511723,0.00009852535,0.00250576,0.9880747,0.006767162],"study_design_scores_gemma":[0.0001337495,0.0001797737,0.001935779,0.001164024,0.00003672737,0.006087728,0.005258505,0.0006305114,0.0003344904,0.01277032,0.9712951,0.0001734474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001659831,0.0004362633,0.0000318621,0.9953797,0.003615193,0.000003578948,0.00001275365,0.000007857698,0.0003468841],"genre_scores_gemma":[0.001585961,0.0003748952,0.00008269009,0.9903433,0.006918492,0.00001429481,0.00000903213,0.000009079778,0.0006622315],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06613831,"threshold_uncertainty_score":0.05410302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5321721660619801,"score_gpt":0.6029430044360478,"score_spread":0.07077083837406761,"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."}}