{"id":"W4210620181","doi":"10.1097/jmq.0000000000000039","title":"Improving Mortality Through a Multihospital, Collaborative Quality Improvement Project","year":2022,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality management; Psychological intervention; Documentation; Health care; Patient safety; Accountability; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04154669,0.0004981506,0.000445628,0.001505684,0.002629232,0.00195653,0.001642744,0.0006628765,0.001301287],"category_scores_gemma":[0.03508183,0.0004933319,0.0006093195,0.001145687,0.001246158,0.001843169,0.007700313,0.001757053,0.0002091775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003799302,"about_ca_system_score_gemma":0.0390682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007806458,"about_ca_topic_score_gemma":0.0136481,"domain_scores_codex":[0.9696925,0.0208551,0.001715645,0.001858414,0.003684416,0.002193959],"domain_scores_gemma":[0.9648904,0.007821073,0.006209004,0.006044022,0.006077199,0.008958395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003202782,0.03412846,0.2358124,0.0007173864,0.0003779488,0.0003681041,0.01249438,0.008568222,0.006922253,0.002647745,0.01039271,0.6843676],"study_design_scores_gemma":[0.007721692,0.07195695,0.8156542,0.0007896642,0.0007095251,0.0005385081,0.02542371,0.02394806,0.01854662,0.00287485,0.03160364,0.0002326356],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704524,0.0001422803,0.01661322,0.003516358,0.00007322243,0.005531675,0.0004050278,0.0002835797,0.002982345],"genre_scores_gemma":[0.8645298,0.0002665129,0.1259708,0.0008556233,0.00006543298,0.005396741,0.0009047018,0.00002642857,0.001983868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04154669,"threshold_uncertainty_score":0.2197225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4841803450050857,"score_gpt":0.7034338845979029,"score_spread":0.2192535395928172,"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."}}