{"id":"W3093547711","doi":"10.1016/j.jacc.2020.09.012","title":"Time to Reframe Ejection Fraction in Light of New Pathophysiological Insights Into Heart Failure","year":2020,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cognitive reframing; Pathophysiology; Heart failure; Ejection fraction; Cardiology; Internal medicine; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001544968,0.0005424786,0.001118256,0.0006186966,0.002280465,0.002294187,0.0007736491,0.02999346,0.004546994],"category_scores_gemma":[0.01673,0.0003512967,0.0009226306,0.0004257989,0.001349581,0.001851983,0.0006971349,0.02285956,0.004470349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002337902,"about_ca_system_score_gemma":0.002490249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003333724,"about_ca_topic_score_gemma":0.007020489,"domain_scores_codex":[0.9988471,0.0003173745,0.0001975875,0.0001232802,0.0003194253,0.0001952153],"domain_scores_gemma":[0.9953454,0.002398358,0.0002912796,0.0001607078,0.0006274484,0.001176745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002978298,0.0002080024,0.008859627,0.00008943529,0.00005622771,0.020262,0.0003194718,0.0002466902,0.0008312172,0.004476695,0.9314464,0.03290633],"study_design_scores_gemma":[0.0008962578,0.0006443486,0.01859423,0.001227132,0.0001845541,0.03364814,0.001401657,0.003762943,0.0009554776,0.03534713,0.9031271,0.0002110676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002109925,0.001136299,0.0002134414,0.9677214,0.02242688,0.0000188081,0.00006582308,0.00003147897,0.006275919],"genre_scores_gemma":[0.02257287,0.001755143,0.0007577577,0.8528216,0.1131907,0.0000610158,0.00007855945,0.00003288418,0.008729427],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02999346,"threshold_uncertainty_score":0.01696277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009292575113139374,"score_gpt":0.240778147017368,"score_spread":0.2314855719042287,"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."}}