{"id":"W3120879636","doi":"10.1016/j.hrthm.2020.12.034","title":"Cardiac resynchronization therapy and ventricular tachyarrhythmia burden","year":2021,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Boston Scientific Corporation","keywords":"Medicine; Cardiac resynchronization therapy; Cardiology; Internal medicine; Heart failure; Ejection fraction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630134,0.0003128723,0.0006047662,0.000880871,0.0004856652,0.001267225,0.0003890833,0.0006689787,0.003843526],"category_scores_gemma":[0.003481267,0.0002110697,0.001007561,0.001172039,0.0002866247,0.001044873,0.0008952437,0.0007690781,0.0003505496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314007,"about_ca_system_score_gemma":0.0002631957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328295,"about_ca_topic_score_gemma":0.002724314,"domain_scores_codex":[0.9993638,0.0002766164,0.0000793217,0.0001194017,0.00007758907,0.00008322314],"domain_scores_gemma":[0.9978148,0.0006327503,0.0008591857,0.0002182776,0.0001350605,0.0003400207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00340484,0.0001718878,0.9864385,0.00009076435,0.001664106,0.0001827337,0.0001576402,0.000170793,0.0006204484,0.0001896375,0.0003415841,0.006567021],"study_design_scores_gemma":[0.00006836664,0.0004023259,0.9979091,0.00001549217,0.0004006857,0.0001699293,0.00012604,0.00007317169,0.00004531649,0.00009595734,0.0006862561,0.00000722224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893854,0.00569869,0.0001077547,0.000243142,0.0000304927,0.0000163829,0.001440322,0.000003607184,0.003074128],"genre_scores_gemma":[0.996471,0.001180081,0.00007266084,0.000105097,0.00009741203,0.00002469159,0.001193601,0.000002571897,0.0008528381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003843526,"threshold_uncertainty_score":0.01285785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108457840163998,"score_gpt":0.2780285476660819,"score_spread":0.2569439692644419,"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."}}