{"id":"W4315752668","doi":"10.1111/anae.15957","title":"Predictors and impact of postoperative atrial fibrillation following thoracic surgery: a state‐of‐the‐art review","year":2023,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Atrial fibrillation; Sinus rhythm; Amiodarone; Management of atrial fibrillation; Internal medicine; Cardiology; Heart failure; Cardiac surgery; Heart disease; Population; Incidence (geometry); Cardiothoracic surgery; Surgery","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":[0.001310324,0.0008013777,0.002619937,0.003820286,0.0002457511,0.001335032,0.0009309297,0.0008615966,0.003575059],"category_scores_gemma":[0.006748329,0.000376647,0.002288003,0.005162764,0.0003444981,0.001054203,0.0006571136,0.0007293855,0.0003789768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005627314,"about_ca_system_score_gemma":0.00308344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456773,"about_ca_topic_score_gemma":0.00505354,"domain_scores_codex":[0.9991898,0.0001732323,0.0003177696,0.0001080781,0.0001744653,0.00003655038],"domain_scores_gemma":[0.9950137,0.003768367,0.0007847553,0.00005019951,0.0003224188,0.00006059722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001710406,0.00005040481,0.002121376,0.5256469,0.002911217,0.0002516998,0.0001974154,0.0002709412,0.0002985986,0.000684893,0.01027745,0.4571181],"study_design_scores_gemma":[0.0001107168,0.0004255305,0.02143911,0.5974182,0.03421584,0.004371986,0.0005566059,0.0002486058,0.0005220047,0.001673837,0.3389195,0.0000980698],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001402566,0.9996142,0.00001636438,0.00007932697,0.0000334502,0.000003696783,0.00003387934,0.000001409188,0.00007733153],"genre_scores_gemma":[0.001028547,0.9988018,0.00003452478,0.00005186243,0.00002791428,0.000005098945,0.00002831412,5.191696e-7,0.00002134243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003820286,"threshold_uncertainty_score":0.01195973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09816627242988764,"score_gpt":0.409318433482369,"score_spread":0.3111521610524813,"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."}}