{"id":"W1891245147","doi":"10.1111/j.1540-8159.2012.03458.x","title":"Persistent Atrial Fibrillation is Associated with Inability to Recover Atrial Contractility after MAZE IV Surgery in Rheumatic Disease","year":2012,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Sinus rhythm; Ejection fraction; Cardiology; Internal medicine; Heart disease; Prospective cohort study; Stenosis; Surgery; 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":[0.001129439,0.0001723862,0.0007827431,0.00009154672,0.00004817387,0.00001470393,0.00002456724,0.0001555759,0.0001053341],"category_scores_gemma":[0.004496981,0.0001305995,0.0005706957,0.0002225828,0.00008404346,0.0001195637,0.00003760233,0.0002142325,0.00001977475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306532,"about_ca_system_score_gemma":0.0001001107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005903654,"about_ca_topic_score_gemma":0.00002339428,"domain_scores_codex":[0.9978844,0.0004689418,0.0006827466,0.0003630845,0.0001733542,0.0004274545],"domain_scores_gemma":[0.9969637,0.002253602,0.0001889649,0.0002198343,0.00007334069,0.0003005015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01597886,0.00002454034,0.9786492,0.00004227525,0.0002582961,0.000003982572,0.0001160084,0.00003669475,0.00004350284,0.00001568413,0.00005691994,0.004774038],"study_design_scores_gemma":[0.001983419,0.0005814634,0.9956063,0.00006628776,0.0003837762,0.000001654745,0.0000262371,0.0005532278,0.000003605155,0.0001613186,0.0004781859,0.0001545267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965768,0.0003182202,0.00002706223,0.002066396,0.0003548236,0.000585095,0.00000642321,0.00003608521,0.00002903851],"genre_scores_gemma":[0.9979123,0.0001472045,0.00004218475,0.0004010563,0.001343999,0.000002514359,0.00003531273,0.00001374997,0.0001016683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0169571,"threshold_uncertainty_score":0.5383632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05176474688491069,"score_gpt":0.3467626896872241,"score_spread":0.2949979428023135,"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."}}