{"id":"W4399243152","doi":"10.1016/j.hrthm.2024.05.051","title":"Implantable cardioverter-defibrillators for primary prevention during or early after hospitalization? A time to pause, reflect, and exercise sound clinical judgment","year":2024,"lang":"en","type":"editorial","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Judgement; Implantable cardioverter-defibrillator; Primary prevention; Sound (geography); Clinical judgement; Medical emergency; Intensive care medicine; Cardiology; Internal medicine; Acoustics","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"],"consensus_categories":[],"category_scores_codex":[0.0004706204,0.000426497,0.001805201,0.0002403594,0.0001589549,0.0001693131,0.00001527487,0.0005577975,0.00001246867],"category_scores_gemma":[0.0002313979,0.0003607472,0.0005217525,0.0002406709,0.00005173689,0.0001092743,0.0001793479,0.0002980854,0.0003360507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356984,"about_ca_system_score_gemma":0.0003144718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002764014,"about_ca_topic_score_gemma":0.000007780778,"domain_scores_codex":[0.997153,0.00006191691,0.0007744143,0.0008954444,0.0006769779,0.0004382567],"domain_scores_gemma":[0.9984662,0.0003939533,0.0001207948,0.0004546242,0.0002960189,0.0002684025],"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":[0.002054161,0.00002250731,0.0006009054,0.001425707,0.0005464054,0.00002063782,0.0002037271,0.00000225097,0.00001160717,6.230942e-7,0.9947117,0.0003997553],"study_design_scores_gemma":[0.00132988,0.0008514972,0.005274455,0.002146518,0.001162559,0.0007415068,0.00001708833,0.000001251559,0.00002157622,0.00004889765,0.9879755,0.0004292034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3525356,0.01701512,0.0002511521,0.0002423947,0.6064531,0.006651237,0.001843222,0.0007494291,0.01425884],"genre_scores_gemma":[0.03022923,0.002414236,0.001349077,0.0002074607,0.8765454,0.0009725472,0.000732018,0.0003780493,0.08717199],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3223063,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826238649298407,"score_gpt":0.3401685809035745,"score_spread":0.3219061944105905,"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."}}