{"id":"W2418076643","doi":"10.1016/j.cjca.2014.07.612","title":"IN-HOSPITAL MANAGEMENT AND OUTCOMES OF ACUTE CORONARY SYNDROMES IN RELATION TO PRIOR HISTORY OF HEART FAILURE","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Killip class; Heart failure; Internal medicine; Myocardial infarction; Cardiology; Acute decompensated heart failure; Acute coronary syndrome; Logistic regression; Blood pressure; Population; Ejection fraction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000562715,0.0002425125,0.000515762,0.000776324,0.0007631326,0.001088381,0.0005883432,0.0009285781,0.003734744],"category_scores_gemma":[0.006493675,0.0002527572,0.0007788449,0.00113548,0.0004177247,0.0008829032,0.0007999456,0.002015153,0.0002734139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007669981,"about_ca_system_score_gemma":0.0009221262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135349,"about_ca_topic_score_gemma":0.01916558,"domain_scores_codex":[0.9992459,0.0001716903,0.0001127232,0.00009844446,0.000127736,0.0002436249],"domain_scores_gemma":[0.994762,0.0009589198,0.002298574,0.0001896447,0.0003245501,0.001466361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844423,0.0001074115,0.9980937,0.00001463315,0.00008665626,0.0001503661,0.00006867271,0.00004973707,0.00004504606,0.00002819879,0.0001293923,0.001041902],"study_design_scores_gemma":[0.000005582068,0.00006267778,0.9992507,0.00001196023,0.00002617569,0.0001628394,0.0002499631,0.000115608,0.000009277564,0.00004057323,0.0000598108,0.000004952291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959642,0.001194265,0.00004399366,0.0004791737,0.00003983432,0.00001072288,0.0003861405,0.000004115463,0.001877409],"genre_scores_gemma":[0.9990295,0.0003137704,0.00003386549,0.00006131992,0.00007868798,0.00000512149,0.0003627504,0.000001538585,0.0001134673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135349,"threshold_uncertainty_score":0.02257484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008251836689322993,"score_gpt":0.2289280263638232,"score_spread":0.2206761896745002,"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."}}