{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001080995,0.00009651874,0.0003307707,0.00004557774,0.0001169435,0.00002701357,0.000002525657,0.00005804038,0.00002559725],"category_scores_gemma":[0.00009375982,0.00008700086,0.0001110166,0.0002250501,0.00003645448,0.00003988748,0.00002765746,0.0000713252,0.00005144368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003204474,"about_ca_system_score_gemma":0.00007236927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001805633,"about_ca_topic_score_gemma":4.790387e-7,"domain_scores_codex":[0.9992327,0.0000551455,0.0001352685,0.0002225742,0.0002023532,0.0001519406],"domain_scores_gemma":[0.9994504,0.00005139237,0.00002377869,0.000215287,0.0001758117,0.00008325922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008252311,0.0002219694,0.3980813,0.0009178849,0.003511774,0.006516775,0.008711358,0.0008333431,0.03538072,0.006043424,0.3449772,0.193979],"study_design_scores_gemma":[0.0007758808,0.00005602447,0.08016551,0.00006605337,0.00005101944,0.009254052,0.0002076596,0.00005958437,0.003793338,0.0000465214,0.9053917,0.0001326434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382741,0.04676567,0.0001868405,0.002630711,0.000371962,0.0002026443,0.000008562486,0.0001073449,0.01145218],"genre_scores_gemma":[0.9931816,0.002838448,0.0006471021,0.000389054,0.001142342,0.000009803877,0.00003568341,0.00001866105,0.001737321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5604146,"threshold_uncertainty_score":0.3547792,"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."}}