{"id":"W1975476752","doi":"10.1016/s0735-1097(13)61536-3","title":"HOSPITAL TYPE AND MEASUREMENT OF LEFT VENTRICULAR EJECTION FRACTION FOR PATIENTS WITH HEART FAILURE","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Heart failure; Internal medicine","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":[0.000717568,0.0003698264,0.0006114254,0.0008348819,0.0005176364,0.0007726394,0.0005489029,0.0007776012,0.003330402],"category_scores_gemma":[0.00379821,0.0002452726,0.001033804,0.00105275,0.000273125,0.0008350394,0.0004575479,0.001255686,0.0003926419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312274,"about_ca_system_score_gemma":0.0004827167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985873,"about_ca_topic_score_gemma":0.004091022,"domain_scores_codex":[0.9994511,0.0001793425,0.00008291572,0.00008327534,0.00008182174,0.0001214793],"domain_scores_gemma":[0.9963313,0.001120635,0.001383306,0.0002720229,0.0002122911,0.0006804591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002736501,0.00002588285,0.9987476,0.000005229205,0.00005073633,0.00006625789,0.000012672,0.00004452495,0.0001004483,0.00001284108,0.00009996659,0.0005602671],"study_design_scores_gemma":[0.00001354955,0.0001110423,0.9989034,0.000006045191,0.00003393696,0.0003279694,0.0001232238,0.0003070431,0.00004157159,0.00005770285,0.00006795661,0.000006459853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972366,0.0004210425,0.0002142929,0.0001972219,0.00005194309,0.000008023162,0.0009100326,0.000008908254,0.0009518161],"genre_scores_gemma":[0.9988549,0.00009180685,0.0001150622,0.00005565224,0.000043876,0.000006783097,0.0006429421,0.000004063658,0.0001850779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003330402,"threshold_uncertainty_score":0.0111413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005994722358628015,"score_gpt":0.2119513006196963,"score_spread":0.2059565782610683,"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."}}