{"id":"W2261467749","doi":"10.1016/j.hrthm.2015.11.018","title":"2015 HRS/EHRA/APHRS/SOLAECE expert consensus statement on optimal implantable cardioverter-defibrillator programming and testing","year":2015,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":293,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004476886,0.0002537117,0.0008012672,0.00008431838,0.0001809034,0.00007388925,0.000008544861,0.00007850384,0.000002851301],"category_scores_gemma":[0.0002247062,0.0002202106,0.0001109889,0.0001857904,0.0000932839,0.00006185715,0.00006365544,0.0001304829,0.0001209608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366172,"about_ca_system_score_gemma":0.0001413367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000328906,"about_ca_topic_score_gemma":0.000004126131,"domain_scores_codex":[0.998182,0.00006566694,0.0003631047,0.0004251918,0.0004858901,0.0004781355],"domain_scores_gemma":[0.998743,0.000202429,0.00007215084,0.000314505,0.0002765438,0.0003913875],"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":[0.0007957824,0.00007926291,0.02368553,0.0001705484,0.0005678958,0.00009113181,0.003472685,0.0007369563,0.0006407469,0.00004919875,0.9424814,0.02722886],"study_design_scores_gemma":[0.001952473,0.000669617,0.002477544,0.0002325086,0.00007667504,0.02263353,0.001640186,0.0002242482,0.0005918257,0.000006690207,0.9691814,0.0003133619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923615,0.005431684,0.0000599687,0.0004915958,0.0004274455,0.0006015031,0.00003248286,0.0002989594,0.1002948],"genre_scores_gemma":[0.9879898,0.00007952828,0.009544637,0.0004801548,0.0006106339,0.00003097983,0.00001250767,0.00004287708,0.001208809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09908603,"threshold_uncertainty_score":0.8979929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07978111278058896,"score_gpt":0.3444616158616823,"score_spread":0.2646805030810934,"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."}}