{"id":"W1974809253","doi":"10.1016/j.ahj.2003.07.003","title":"Elevated leukocyte count and adverse hospital events in patients with acute coronary syndromes: findings from the Global Registry of Acute Coronary Events (GRACE)","year":2003,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Canadian Heart Research Centre","funders":"","keywords":"Medicine; Acute coronary syndrome; Adverse effect; Internal medicine; Emergency medicine; Cardiology; Intensive care medicine; Myocardial infarction","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":[0.0003127389,0.0003210145,0.0006044981,0.00009946543,0.0001711396,0.00001243904,0.0002133219,0.00008409922,0.00009421532],"category_scores_gemma":[0.00009456139,0.0002298377,0.0001524713,0.0005403743,0.0005218797,0.0002358558,0.00007870299,0.0004397631,0.00001026413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004783105,"about_ca_system_score_gemma":0.0004825923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009667186,"about_ca_topic_score_gemma":0.000005364751,"domain_scores_codex":[0.9974917,0.0002485517,0.0005845007,0.0003644996,0.0008296351,0.0004811735],"domain_scores_gemma":[0.9984988,0.0000974393,0.0004445385,0.0004005758,0.0002117941,0.0003468478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00296055,0.000449164,0.9931689,0.00001452074,0.001500704,0.0006505119,0.0001723316,0.000001704569,0.00007000507,0.00000396336,0.0007620913,0.0002455848],"study_design_scores_gemma":[0.004762317,0.001591546,0.9900286,0.0004663914,0.0006945599,0.001264106,0.0006034102,0.00001181049,0.00008898946,0.00005688964,0.0001862035,0.0002451323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998348,0.0001836087,0.000009891839,0.000323445,0.0002029266,0.0006670869,0.0002177914,0.00002066061,0.00002657843],"genre_scores_gemma":[0.9978427,0.0002028889,0.001334119,0.0004647578,0.00002155188,0.00001751312,0.00005811084,0.00003471051,0.00002364075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003140224,"threshold_uncertainty_score":0.937251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006973255269840477,"score_gpt":0.2504081429871448,"score_spread":0.2434348877173043,"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."}}