{"id":"W2168690373","doi":"10.1136/bmjqs-2013-002335","title":"Applying ethnography to the study of context in healthcare quality and safety","year":2013,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Health care; Context (archaeology); Patient safety; Quality (philosophy); Ethnography; Nursing; Quality management; Operations management; Sociology; Engineering; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01117155,0.0002167654,0.0006789938,0.0001587014,0.0008081552,0.000002304337,0.0003442724,0.0002120489,0.0001555744],"category_scores_gemma":[0.001774537,0.0001569134,0.00008471687,0.000745256,0.0001415096,0.0001593473,0.0002630208,0.0008561767,0.0001154312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344893,"about_ca_system_score_gemma":0.0003174599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04524449,"about_ca_topic_score_gemma":0.0206597,"domain_scores_codex":[0.9891877,0.006002819,0.003121937,0.0004654346,0.000659858,0.0005622936],"domain_scores_gemma":[0.9948922,0.002653731,0.0009068214,0.0008666104,0.0003591662,0.0003215016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006283797,0.0004200169,0.8579296,0.000512787,0.00004177803,4.345493e-7,0.07977548,0.00004058646,0.00003081062,0.004785045,0.001520267,0.0543148],"study_design_scores_gemma":[0.001875226,0.0001272625,0.7968965,0.000194653,0.00000865405,1.675329e-7,0.1837864,0.00002299069,0.000001524588,0.0003576294,0.01657459,0.0001544873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871538,0.0002786849,0.001363971,0.0936291,0.0005063345,0.01572652,0.0001084162,0.00007307382,0.001160108],"genre_scores_gemma":[0.9859572,0.0000761924,0.0001275383,0.01052671,0.00008590143,0.003058287,0.00003583067,0.00001701475,0.0001153143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040109,"threshold_uncertainty_score":0.9972107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2567921581945574,"score_gpt":0.5311691427010777,"score_spread":0.2743769845065203,"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."}}