{"id":"W2075290555","doi":"10.1161/circulationaha.109.866319","title":"Atrial Arrhythmias in Adults With Congenital Heart Disease","year":2009,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":464,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Cardiology; Heart disease; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.00004763021,0.0001059903,0.0001661772,0.00009969515,0.00004390473,0.00001007977,0.00001567727,0.00003178571,0.00004328355],"category_scores_gemma":[0.00009044311,0.000093784,0.00007724945,0.0002054068,0.00003613338,0.0001101489,0.000006759301,0.00007817498,0.00005492332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007970543,"about_ca_system_score_gemma":0.00009792883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001308775,"about_ca_topic_score_gemma":0.00003110713,"domain_scores_codex":[0.9992099,0.00002045058,0.0001620012,0.0002159659,0.0002208278,0.0001707981],"domain_scores_gemma":[0.999541,0.00002432267,0.00002001434,0.0001714875,0.00007820807,0.0001649307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005375874,0.0001389064,0.9749947,0.0000589273,0.00004091251,0.0003621781,0.0004908653,0.00008752856,0.000223788,0.00013806,0.0001412964,0.01794696],"study_design_scores_gemma":[0.003097953,0.0001208181,0.9945189,0.0001078712,0.00008832863,0.00002876163,0.00006373336,0.00145952,0.000007836845,0.000262855,0.0001330485,0.0001103178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995904,0.0008045674,0.00002704278,0.00151929,0.00006631338,0.0006072543,0.000007477524,0.00006488347,0.0009991396],"genre_scores_gemma":[0.9991425,0.000004146998,0.00007299523,0.0003204792,0.0003634419,0.000009294218,0.00003896376,0.000009947401,0.000038193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01952425,"threshold_uncertainty_score":0.3824401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397465745327391,"score_gpt":0.2648224248636803,"score_spread":0.2508477674104064,"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."}}