{"id":"W1996711976","doi":"10.4236/wjcd.2013.31011","title":"Atrial fibrillation ablation in patients with heart failure review","year":2013,"lang":"en","type":"article","venue":"World Journal of Cardiovascular Diseases","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Heart failure; Cardiology; Internal medicine; Ablation; Population; Stroke (engine); Adverse effect","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":[0.0002689012,0.0001229903,0.0006517139,0.0002948483,0.00003121574,0.0000291691,0.00004454391,0.00002324414,0.0002368734],"category_scores_gemma":[0.0001823048,0.00008624123,0.001165058,0.0004576498,0.00002092206,0.0004098472,0.00001582138,0.00008459792,0.00002648524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006812493,"about_ca_system_score_gemma":0.00006079397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008840697,"about_ca_topic_score_gemma":0.000002198617,"domain_scores_codex":[0.9983909,0.0001167386,0.0004746435,0.0001182711,0.0007692022,0.0001303102],"domain_scores_gemma":[0.9990232,0.00005394999,0.0002082092,0.0002228929,0.0003656204,0.0001261348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002012825,0.000005508484,0.9795499,0.0002575513,0.0007392683,0.000003845908,0.000004269825,0.003022164,7.576115e-7,0.00001211288,0.004553376,0.01164993],"study_design_scores_gemma":[0.003176133,0.000102954,0.84307,0.001030775,0.001552415,0.000004280248,0.000005765784,0.00001722876,0.000001715909,0.00003159417,0.1509193,0.00008792891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7905107,0.1951208,0.000517151,0.009558113,0.0005173401,0.003237474,0.000006612036,0.00004924247,0.0004824977],"genre_scores_gemma":[0.995407,0.001976694,0.0007585881,0.00018522,0.001498029,9.581912e-7,0.00003312516,0.00001924099,0.000121129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2048963,"threshold_uncertainty_score":0.3516815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229552644931807,"score_gpt":0.2526483488395749,"score_spread":0.2403528223902569,"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."}}