{"id":"W4415053548","doi":"10.1016/j.hfc.2025.07.002","title":"Sudden Death Risk Assessment in Hypertrophic Cardiomyopathy Across the Lifespan","year":2025,"lang":"en","type":"review","venue":"Heart Failure Clinics","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Hypertrophic cardiomyopathy; Risk stratification; Sudden cardiac death; Risk assessment; Sudden death; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003230809,0.0008463288,0.005217356,0.0002526804,0.000442208,0.0001091584,0.0003881259,0.0008401427,0.0000197723],"category_scores_gemma":[0.001456666,0.0005383245,0.002696453,0.001053249,0.0002259774,0.00006416683,0.0006563723,0.00329273,0.0001203234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251794,"about_ca_system_score_gemma":0.001914406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248739,"about_ca_topic_score_gemma":0.0001681733,"domain_scores_codex":[0.9946756,0.001121473,0.001654524,0.001035858,0.0006381228,0.0008743662],"domain_scores_gemma":[0.9947979,0.002497441,0.0004477582,0.001805428,0.0002517482,0.0001996951],"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":[0.00007917044,0.0003813754,0.04605148,0.02975394,0.002149949,0.000642949,0.0005311954,0.000006669843,1.573476e-7,0.0002201044,0.05102779,0.8691552],"study_design_scores_gemma":[0.0008419928,0.0001795195,0.003957076,0.0157214,0.003795929,0.0003357847,0.000400773,0.000004642642,8.581787e-8,0.0000408866,0.9742824,0.0004395017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003709387,0.9920458,0.0000303763,0.001929495,0.001595053,0.002636101,0.0003604983,0.0001218366,0.0009099359],"genre_scores_gemma":[0.0005349325,0.9942855,0.0008853603,0.0007189938,0.001509185,0.0006498281,0.0001379078,0.00009545802,0.001182847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9232546,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04576844005328886,"score_gpt":0.409207881384541,"score_spread":0.3634394413312522,"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."}}