{"id":"W4321367534","doi":"10.1161/circulationaha.122.062055","title":"Clinical Implications of Negatively Adjudicated Heart Failure Events: Data From the VICTORIA Study","year":2023,"lang":"en","type":"letter","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Verily Life Sciences; Patient-Centered Outcomes Research Institute; Cytokinetics; American Heart Association; Sanofi; AstraZeneca; Bayer; CSL Limited; Amgen","keywords":"Medicine; Theology; Gerontology; Philosophy","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":[0.005759094,0.0001267424,0.0004953109,0.0005497372,0.001157051,0.001296154,0.000827428,0.003296017,0.002165823],"category_scores_gemma":[0.06718,0.0002189968,0.0003621974,0.001903813,0.0008586821,0.0005078844,0.0007277726,0.003141133,0.0005613996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565601,"about_ca_system_score_gemma":0.003305101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1247502,"about_ca_topic_score_gemma":0.2205516,"domain_scores_codex":[0.9924953,0.004552505,0.000773353,0.0002879625,0.001278266,0.0006126331],"domain_scores_gemma":[0.9600775,0.02239493,0.006165044,0.002145353,0.005487913,0.003729223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002244489,0.00008491234,0.6840941,0.0002631329,0.0001654881,0.002997714,0.001556584,0.0001561497,0.0002722522,0.002111128,0.2730699,0.03298419],"study_design_scores_gemma":[0.0006263193,0.0001673979,0.9388615,0.0007776637,0.0002560783,0.002236363,0.002311269,0.001016543,0.0001894058,0.003545475,0.0499057,0.0001063814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3075687,0.009777485,0.0003256421,0.6280049,0.002236504,0.0001097838,0.01259502,0.00002502232,0.03935704],"genre_scores_gemma":[0.8354006,0.003318822,0.0004000407,0.1480817,0.002958541,0.0001351116,0.002961281,0.00003228293,0.0067117],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1247502,"threshold_uncertainty_score":0.2480481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379632058874031,"score_gpt":0.3899736911992314,"score_spread":0.2520104853118283,"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."}}