{"id":"W2789187909","doi":"10.1016/j.jacc.2017.12.012","title":"New-Onset Atrial Fibrillation After PCI or CABG for Left Main Disease","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"Abbott Vascular; American College of Cardiology Foundation","keywords":"Medicine; Cardiology; Conventional PCI; Internal medicine; Atrial fibrillation; Percutaneous coronary intervention; Myocardial infarction; Ejection fraction; Hazard ratio; Revascularization; Coronary artery disease; Stroke (engine); Confidence interval; Heart failure","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":[0.0003878857,0.0001100278,0.000692096,0.0001421539,0.00005628972,0.000004486115,0.0001225675,0.00003549829,0.00006873634],"category_scores_gemma":[0.0008151975,0.00006371811,0.0008264987,0.0001907696,0.0002525461,0.00005650965,0.00005790296,0.00006655921,0.000003551615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006499988,"about_ca_system_score_gemma":0.0004167933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003792303,"about_ca_topic_score_gemma":0.000007078463,"domain_scores_codex":[0.9988543,0.0001601665,0.0004890637,0.0001057947,0.0002273899,0.0001632754],"domain_scores_gemma":[0.9983713,0.000372015,0.0006706907,0.0002355652,0.0002183111,0.0001321314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04483267,0.000001115934,0.8973754,0.00003325511,0.0006829792,0.000049722,0.00003683589,0.0004614164,0.0003295318,0.0001300817,0.05259712,0.00346988],"study_design_scores_gemma":[0.003964763,0.001750536,0.7003372,0.00005171871,0.001095791,0.0005943186,0.0001540893,0.0001440467,0.0001063476,0.0008009357,0.2908809,0.0001193554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974983,0.0001911447,0.006238991,0.01619926,0.001510726,0.0005906775,0.0001298126,0.000008150188,0.0001482737],"genre_scores_gemma":[0.982896,0.00005741604,0.003168923,0.0002389883,0.01087218,3.013397e-7,0.000002127888,0.00001516956,0.002748949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382838,"threshold_uncertainty_score":0.2598349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302622022969534,"score_gpt":0.3275273198609991,"score_spread":0.2972651175640457,"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."}}