{"id":"W1584193019","doi":"10.1002/jhm.2348","title":"Frequency and clinical relevance of inconsistent code status documentation","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; St. Michael's Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Documentation; Medicine; Odds ratio; Medical record; Confidence interval; Logistic regression; MEDLINE; Internal documentation; Odds; Hospital medicine; Medical emergency; Emergency medicine; Family medicine; Internal medicine; Computer 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":[0.006338074,0.0002703639,0.0004262627,0.003161843,0.0004547221,0.00109407,0.000583368,0.0005657185,0.001640522],"category_scores_gemma":[0.06965933,0.0002349859,0.000431404,0.001789381,0.0008804649,0.0007612358,0.001337742,0.0007097583,0.0001751535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005763054,"about_ca_system_score_gemma":0.0008236419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122592,"about_ca_topic_score_gemma":0.0009588681,"domain_scores_codex":[0.9849819,0.006673538,0.002716627,0.001191016,0.003792843,0.0006440565],"domain_scores_gemma":[0.8882669,0.04520511,0.05335756,0.002622908,0.008701653,0.001845799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000083942,0.0000141208,0.9967877,0.00003906462,0.00002983147,0.00006268873,0.0001258591,0.00004103283,0.00006767629,0.00002435849,0.000107427,0.002616405],"study_design_scores_gemma":[0.000008830811,0.0001171648,0.9971132,0.00009953819,0.00003838788,0.001205629,0.0004949801,0.0004902171,0.0001411911,0.00009511888,0.0001851339,0.00001060015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970412,0.0009834291,0.0006471238,0.0002418319,0.00001694684,0.0000422446,0.0003408575,0.00001325973,0.0006730489],"genre_scores_gemma":[0.9993686,0.0001323923,0.0002558066,0.00002423579,0.00001593021,0.00001330334,0.0001667977,0.000002547714,0.00002041411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006338074,"threshold_uncertainty_score":0.03351933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688780116912886,"score_gpt":0.3617623181377783,"score_spread":0.3348745169686494,"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."}}