{"id":"W4310553801","doi":"10.1016/j.jacep.2022.09.023","title":"Late, Slow, or Decremental","year":2022,"lang":"en","type":"article","venue":"JACC. Clinical electrophysiology","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbott (Canada); Queen's University","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Sinus rhythm; Ablation; Ventricular tachycardia; Catheter ablation; Atrial fibrillation","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002132411,0.0001704318,0.0006407413,0.00005927845,0.0002125911,0.000005287984,0.00009986621,0.0001011471,0.002631596],"category_scores_gemma":[0.0001622248,0.0001257455,0.0004272236,0.0002282851,0.0001018845,0.00002659721,0.0002182011,0.0005924344,0.0002007097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537788,"about_ca_system_score_gemma":0.0002420208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004371109,"about_ca_topic_score_gemma":0.000006548962,"domain_scores_codex":[0.9981136,0.0002574792,0.0005035589,0.0004744155,0.0002123449,0.0004385563],"domain_scores_gemma":[0.9989849,0.0002949367,0.0001170581,0.0003794614,0.00003813214,0.0001854491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09252106,0.01645874,0.2108312,0.0001396142,0.00849223,0.01455596,0.0003983073,0.0002968938,0.17974,0.002858118,0.1953395,0.2783684],"study_design_scores_gemma":[0.01743719,0.03486196,0.7329133,0.00001593833,0.0007546082,0.001163455,0.0001070128,0.0005659432,0.001355628,0.001725734,0.20848,0.0006192544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995674,0.0001378639,0.00000998939,0.001110541,0.0006406064,0.0003713315,0.00001877062,0.00008510271,0.001951804],"genre_scores_gemma":[0.9889989,0.0002186574,0.0003565805,0.005807857,0.0006468997,0.0001319895,0.000179427,0.00003202381,0.003627703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5220821,"threshold_uncertainty_score":0.9982801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412683335924404,"score_gpt":0.3771963426323194,"score_spread":0.335928009039879,"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."}}