{"id":"W2756716366","doi":"10.1016/j.cjca.2017.07.152","title":"FACTORS ASSOCIATED WITH IMPROVEMENT IN LEFT VENTRICULAR EJECTION FRACTION FOLLOWING MEDICAL THERAPY: FINDINGS FROM THE ALBERTA HEART STUDY","year":2017,"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":"Calgary Laboratory Services","funders":"","keywords":"Ejection fraction; Medicine; Internal medicine; Heart failure; Cardiology; Troponin; Diabetes mellitus; Prospective cohort study; Troponin I; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000746656,0.00036681,0.0005158463,0.000732938,0.0008160675,0.001055761,0.001041571,0.0008436603,0.0009174905],"category_scores_gemma":[0.002166163,0.000287372,0.0008535388,0.002043096,0.0005336524,0.0003519497,0.0006331212,0.001186242,0.0001046751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977033,"about_ca_system_score_gemma":0.002700347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5514177,"about_ca_topic_score_gemma":0.6172885,"domain_scores_codex":[0.9993693,0.000123754,0.00005065754,0.00007912131,0.0002100442,0.0001671979],"domain_scores_gemma":[0.9985576,0.000173704,0.0003800138,0.00007256793,0.0002755029,0.000540719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632776,0.00008754116,0.9977124,0.000009231408,0.0001224375,0.00008084174,0.0001019298,0.00005658106,0.00008624398,0.00002568703,0.0003444921,0.001209483],"study_design_scores_gemma":[0.00000650929,0.00001620608,0.9996985,0.000003098379,0.00004039347,0.00002089726,0.0000912398,0.00004632437,0.000005135757,0.000006831301,0.00006254467,0.000002265841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966911,0.0007947737,0.00003746123,0.0003569917,0.00002189047,0.00001259613,0.0007116823,0.000006023709,0.001367592],"genre_scores_gemma":[0.9987032,0.000282033,0.00005051363,0.0001014492,0.00002319163,0.000005414927,0.0006258354,0.000002048008,0.0002061472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4485823,"threshold_uncertainty_score":0.9024482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699462390043631,"score_gpt":0.2740221413219072,"score_spread":0.2470275174214709,"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."}}