{"id":"W4280649986","doi":"10.1016/j.cjca.2022.05.012","title":"ICDs for Patients With Stable VT, Cardiomyopathy, and Relatively Preserved LVEF: Core Therapy, Precision Medicine, or Indication Creep?","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Ejection fraction; Cardiomyopathy; Cardiology; Internal medicine; Core (optical fiber); Creep; Heart failure; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002658691,0.0004382966,0.001110389,0.0008319324,0.002256325,0.00208538,0.001134714,0.02630947,0.003655466],"category_scores_gemma":[0.01773506,0.0003690953,0.0009244697,0.0006843964,0.0019207,0.001939145,0.0007690657,0.01726982,0.002143995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003314901,"about_ca_system_score_gemma":0.005123629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472124,"about_ca_topic_score_gemma":0.04862278,"domain_scores_codex":[0.9983006,0.0003907203,0.0004652689,0.0001853676,0.0004282111,0.0002298329],"domain_scores_gemma":[0.9912349,0.004778993,0.0006357083,0.0002581022,0.001471666,0.001620699],"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":[0.0003031488,0.0001347963,0.008888844,0.0001880726,0.00004348833,0.01197158,0.000482833,0.0001797186,0.0007411769,0.01139243,0.9076705,0.05800349],"study_design_scores_gemma":[0.0008146688,0.0002346859,0.01381327,0.001804425,0.0001110413,0.02701668,0.001394731,0.001157275,0.0004585424,0.03054949,0.9224769,0.0001681584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00130948,0.001845505,0.0001293727,0.986208,0.006014578,0.00001121018,0.0000608218,0.00001439207,0.004406774],"genre_scores_gemma":[0.01473675,0.002743481,0.0007140681,0.9372542,0.03966588,0.00002957577,0.0000697724,0.00001705594,0.004769213],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02630947,"threshold_uncertainty_score":0.02927113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05570977091480429,"score_gpt":0.2843245690955424,"score_spread":0.2286147981807382,"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."}}