{"id":"W1990235118","doi":"10.1378/chest.128.4.2758","title":"Myocardial Injury in Critically Ill Patients","year":2005,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Mechanical ventilation; Internal medicine; Troponin I; Odds ratio; Troponin; SAPS II; Mortality rate; Incidence (geometry); Confidence interval; Cardiology; Population; APACHE II; Myocardial infarction; Intensive care unit","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":[0.0004644232,0.0001093044,0.0002424668,0.0002509984,0.00007900333,0.00004943172,0.0001074878,0.0001083361,0.000529511],"category_scores_gemma":[0.00159586,0.00009385058,0.0001400141,0.0002100176,0.0000952715,0.0001862516,0.00005197802,0.0008872044,0.0003993759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003252055,"about_ca_system_score_gemma":0.0001957529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006683135,"about_ca_topic_score_gemma":8.234587e-7,"domain_scores_codex":[0.9984778,0.00007538754,0.0003538598,0.0001466373,0.000551998,0.0003943671],"domain_scores_gemma":[0.9982186,0.00004475525,0.00004027294,0.0001619157,0.001147902,0.000386533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001015844,0.001024941,0.4690507,0.0000562082,0.000216273,0.0003409919,0.000520179,0.00002101652,0.004042531,0.0001750847,0.2984303,0.2251059],"study_design_scores_gemma":[0.002105335,0.0003287221,0.4396731,0.00004696256,0.0000268257,0.0002358609,0.0000694222,0.00007674041,0.0009294398,0.0000826747,0.5563087,0.0001161938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927643,0.0001337427,0.0003277854,0.0732653,0.0006096701,0.0003065579,0.00001019089,0.00004098206,0.03254145],"genre_scores_gemma":[0.9571342,0.0002007856,0.003478932,0.03628939,0.002308309,0.000008210412,0.000007733978,0.00002901633,0.0005434224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2578784,"threshold_uncertainty_score":0.5797774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096913610101707,"score_gpt":0.3280011356043585,"score_spread":0.3070319995033414,"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."}}