{"id":"W7117241574","doi":"10.1161/circep.125.014132","title":"4D Digital Heart Model–Guided Left and Right Ventricular Lead Placement for Cardiac Resynchronization Therapy: Results of MAPIT-CRT Trial","year":2025,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université de Sherbrooke; St Mary's Hospital Centre; Western University; University of Calgary; University of Ottawa; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Cardiac resynchronization therapy; Heart failure; Lead (geology); Electrocardiography; Heart disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001182356,0.0001351455,0.0005105439,0.0001424862,0.0001580609,0.00002214222,0.000008198619,0.0001035505,0.000001266867],"category_scores_gemma":[0.0001362949,0.0001176724,0.0001289346,0.0001325758,0.000102767,0.00005921899,0.00001819466,0.00005872472,7.338618e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005325261,"about_ca_system_score_gemma":0.0001106257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004764598,"about_ca_topic_score_gemma":2.596414e-7,"domain_scores_codex":[0.9990038,0.00004506057,0.0003549055,0.0003095038,0.0001065369,0.0001801636],"domain_scores_gemma":[0.9993678,0.000132143,0.0001049853,0.0001667114,0.0001903949,0.00003801094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1718945,0.0003549561,0.009428213,0.001112564,0.003834413,0.00001696575,0.001783902,0.09492785,0.6416788,0.01740419,0.03266424,0.02489944],"study_design_scores_gemma":[0.31989,0.009739337,0.1093641,0.0007269997,0.001593461,0.0006420499,0.0003991761,0.2726948,0.07346995,0.02398364,0.1854365,0.00205994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791368,0.001988409,0.01582645,0.0007014648,0.0001637692,0.001251288,0.00003484498,0.00003966591,0.0008573108],"genre_scores_gemma":[0.9985559,0.0003253369,0.0002607943,0.0001280732,0.0002598283,0.00003948815,0.0001906,0.0000103925,0.0002295932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5682089,"threshold_uncertainty_score":0.4798541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533731705543564,"score_gpt":0.2848005678736067,"score_spread":0.2694632508181711,"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."}}