{"id":"W4401698598","doi":"10.1016/j.jacc.2024.05.061","title":"Structural Cardiac Interventions in Patients With Heart Failure","year":2024,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Heart failure; valvular heart disease; Medical therapy; Percutaneous; Intensive care medicine; Psychological intervention; Guideline; Cardiology; Presentation (obstetrics); Heart disease; Management of heart failure; Disease; Internal medicine; Surgery; Pathology","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":[0.000694942,0.0007411202,0.002068174,0.001554121,0.0002491978,0.0008149496,0.0007276273,0.001115701,0.003935406],"category_scores_gemma":[0.002314496,0.0002419679,0.000993184,0.001106404,0.0003156625,0.0006289878,0.0005455017,0.001742564,0.0007053299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003531212,"about_ca_system_score_gemma":0.000990691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184958,"about_ca_topic_score_gemma":0.003475262,"domain_scores_codex":[0.9997248,0.00005322009,0.00005637374,0.00006039259,0.00008191888,0.00002337981],"domain_scores_gemma":[0.9991083,0.0005402997,0.0001856066,0.00001411159,0.0001049119,0.0000468406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002714197,0.0001128869,0.0007408722,0.03481402,0.0006664353,0.0001290561,0.00003960125,0.0002031834,0.0005210398,0.001129611,0.0254961,0.9358758],"study_design_scores_gemma":[0.001110127,0.001029212,0.02159055,0.1059814,0.007796727,0.003114596,0.000254869,0.0006035773,0.0007532254,0.00437673,0.853242,0.0001469138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009453589,0.999245,0.00003604658,0.0001636771,0.0001583799,0.000002714812,0.000009679062,0.000003007325,0.0002869416],"genre_scores_gemma":[0.001414378,0.9975445,0.0001243478,0.0003115239,0.0004268668,0.000006749854,0.00002392326,0.000001004223,0.000146665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003935406,"threshold_uncertainty_score":0.01316524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589082688528486,"score_gpt":0.3061169827752352,"score_spread":0.2902261558899503,"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."}}