{"id":"W2775114835","doi":"","title":"Abstract 14362: Eligibility for Ivabradine in Heart Failure: Representativeness of SHIFT in a Broad Population","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Canadian VIGOUR Centre","funders":"","keywords":"Ivabradine; Medicine; Heart failure; Internal medicine; Cardiology; Sinus rhythm; Population; Adverse effect; Heart rate; Type 2 diabetes; Diabetes mellitus; Atrial fibrillation; Blood pressure; Endocrinology","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":[0.002386972,0.0001527679,0.0003441591,0.0007854717,0.0003581562,0.000702935,0.0004151941,0.000426289,0.002974668],"category_scores_gemma":[0.005598759,0.0001221924,0.0004294475,0.0006729673,0.0003191129,0.0004599554,0.0008237353,0.0003879577,0.000476811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027719,"about_ca_system_score_gemma":0.0002470437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307269,"about_ca_topic_score_gemma":0.001613944,"domain_scores_codex":[0.9983575,0.0006134278,0.0001890896,0.0003782821,0.0003090978,0.0001526613],"domain_scores_gemma":[0.9962845,0.0009093354,0.001772469,0.0003480549,0.0003206967,0.0003649856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005221029,0.00005595633,0.9947254,0.00001897659,0.0001096764,0.00006429046,0.0001556468,0.00005370778,0.0004098124,0.00003765346,0.0003257382,0.00352095],"study_design_scores_gemma":[0.00003171747,0.0001615469,0.9985265,0.000008700945,0.0000372231,0.0002470229,0.0002253147,0.0002469049,0.0001024026,0.00007051265,0.0003383674,0.000003852484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984036,0.0002907545,0.0002000975,0.0001420633,0.000009917998,0.00002075321,0.0004809341,0.000002372021,0.000449587],"genre_scores_gemma":[0.9992753,0.00005049014,0.00005264825,0.00007864829,0.00002236188,0.00001807734,0.0003756415,0.000001769833,0.000125116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002974668,"threshold_uncertainty_score":0.01262367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299156012289417,"score_gpt":0.3560979690492339,"score_spread":0.3231064089263397,"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."}}