{"id":"W2918948681","doi":"10.1177/1355819619828403","title":"How not to waste a crisis: a qualitative study of problem definition and its consequences in three hospitals","year":2019,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research; Wellcome Trust; Wellcome","keywords":"Qualitative research; Ethnography; Patient safety; Sustainability; Data collection; Process (computing); Participant observation; Health care; Politics; Nursing; Psychology; Sociology; Medicine; Computer science; Political science; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02020868,0.0001449765,0.0008112732,0.001096877,0.0002708788,0.00004076128,0.000393826,0.0001313006,0.00007075957],"category_scores_gemma":[0.001791993,0.0001056726,0.00004293628,0.001122848,0.00006974563,0.0006478128,0.0002231184,0.001502034,0.00003763875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142769,"about_ca_system_score_gemma":0.002563079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02478408,"about_ca_topic_score_gemma":0.007101928,"domain_scores_codex":[0.9887301,0.007060406,0.001554061,0.0002664618,0.001559361,0.0008296235],"domain_scores_gemma":[0.9921114,0.004026892,0.001177048,0.0002657314,0.001851362,0.0005675941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009752359,0.0007473692,0.01959386,0.008318349,0.00006468823,0.00001641675,0.9626222,0.000004061909,0.0004591924,0.005774952,0.000392143,0.001031535],"study_design_scores_gemma":[0.001765486,0.008144218,0.01515209,0.002778585,0.00000720999,0.000003889674,0.9592172,0.00001885521,0.00003741446,0.01231964,0.0004709216,0.00008452826],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8112298,0.00071946,0.000001909358,0.1854278,0.00006996679,0.002323658,0.00001448095,0.000004844396,0.000208136],"genre_scores_gemma":[0.995653,0.0006227946,0.0003183168,0.003017245,0.0002228061,0.00008066147,0.000001082042,0.00001415158,0.00006998271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1844232,"threshold_uncertainty_score":0.98171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2407551245602552,"score_gpt":0.5929069363966358,"score_spread":0.3521518118363807,"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."}}