{"id":"W2113128155","doi":"10.1161/jaha.114.001708","title":"Variation in Critical Care Unit Admission Rates and Outcomes for Patients With Acute Coronary Syndromes or Heart Failure Among High‐ and Low‐Volume Cardiac Hospitals","year":2015,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Odds ratio; Intensive care unit; Coronary care unit; Emergency medicine; Population; Internal medicine; Acute coronary syndrome; Cardiology; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008963716,0.0002295122,0.0002238819,0.001181783,0.00043436,0.0008705748,0.0007623651,0.0004253442,0.001075468],"category_scores_gemma":[0.00411111,0.0002002262,0.0003211652,0.001633799,0.0007069861,0.0003295292,0.0007053831,0.0003827731,0.0001255586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338674,"about_ca_system_score_gemma":0.002111689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2708375,"about_ca_topic_score_gemma":0.3808532,"domain_scores_codex":[0.9987572,0.0002232124,0.000114697,0.0002350463,0.0003568806,0.0003130657],"domain_scores_gemma":[0.995919,0.0007184371,0.001807116,0.0001651163,0.0005612881,0.000829065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000019348,0.000009072915,0.9992813,0.000003367217,0.00003036686,0.00001323211,0.0000638292,0.00004881667,0.00004764701,0.00001197096,0.00007041288,0.0004006282],"study_design_scores_gemma":[0.000001880337,0.000008581649,0.9996802,0.000002440269,0.000003938178,0.0000189585,0.0001336476,0.000100116,0.00001379252,0.000006346355,0.00002874669,0.000001478617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992099,0.0001159851,0.00005384475,0.00005281075,0.000003707356,0.000005947689,0.0002745306,0.000004209169,0.0002791058],"genre_scores_gemma":[0.9995809,0.00003070221,0.00003483734,0.00002501281,0.000003601974,0.000003187552,0.0002838707,0.00000102602,0.00003678774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708375,"threshold_uncertainty_score":0.5385221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544514792026237,"score_gpt":0.3362727361403389,"score_spread":0.3108275882200765,"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."}}