{"id":"W2052634240","doi":"10.1016/j.jcrc.2012.07.010","title":"A qualitative study to identify opportunities for improving trauma quality improvement","year":2012,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Royal Australasian College of Surgeons; Health Research Board; American College of Surgeons","keywords":"Accreditation; Medicine; Accountability; Quality management; Stakeholder; Quality (philosophy); Nursing; Qualitative research; Trauma center; Medical education; Public relations; Operations management; Management system; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02731034,0.0007300579,0.0007512849,0.002481552,0.02078099,0.004952747,0.002467223,0.0027657,0.005853448],"category_scores_gemma":[0.04380794,0.0009203834,0.0004905155,0.0025631,0.00612252,0.005696085,0.007257368,0.004429557,0.0007135454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01274289,"about_ca_system_score_gemma":0.0211265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008050579,"about_ca_topic_score_gemma":0.0185256,"domain_scores_codex":[0.9766836,0.01767532,0.0006726306,0.0008308921,0.001329088,0.002808592],"domain_scores_gemma":[0.8999318,0.07660966,0.005219225,0.001923846,0.008608231,0.0077073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009525727,0.0002878736,0.004927264,0.0005041191,0.000005634904,0.0006691425,0.9813545,0.00003888302,0.001237191,0.002146138,0.001486061,0.007247884],"study_design_scores_gemma":[0.00001721288,0.00009224517,0.001188798,0.0002241136,0.000004263246,0.0001241575,0.9924696,0.00004647673,0.0004019185,0.0003318365,0.005088455,0.0000108439],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958681,0.0007149825,0.007819609,0.01419925,0.0003582656,0.002720156,0.000656095,0.00008264786,0.01476792],"genre_scores_gemma":[0.979905,0.0007570569,0.005324085,0.004224936,0.00004709739,0.003152105,0.0001368033,0.0000428713,0.00641003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02731034,"threshold_uncertainty_score":0.1444326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811963106128297,"score_gpt":0.5355986364975683,"score_spread":0.2544023258847387,"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."}}