{"id":"W2142340735","doi":"10.1016/s1010-7940(01)00576-0","title":"The efficacy of the Cox/maze procedure combined with mitral valve surgery: a matched control study","year":2001,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Anesthesia; Surgery; Sinus rhythm; Water maze; Atrial fibrillation; Internal medicine; Hippocampus","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":[0.001403872,0.0008346699,0.0008649382,0.0008754865,0.0004754005,0.0006513821,0.0003748785,0.001232521,0.001882325],"category_scores_gemma":[0.002528085,0.0004747878,0.001044022,0.0005901075,0.0005804177,0.0005026674,0.0003259093,0.0006206219,0.0003177202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895681,"about_ca_system_score_gemma":0.0002601391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006758088,"about_ca_topic_score_gemma":0.0006463502,"domain_scores_codex":[0.9992008,0.0002623065,0.00008719755,0.0001810397,0.0001404792,0.0001283393],"domain_scores_gemma":[0.9981455,0.0005292277,0.0006512605,0.0001373852,0.00011878,0.000417971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1027382,0.008562533,0.8636892,0.00026183,0.002886503,0.001365266,0.0001810555,0.0002290886,0.002978771,0.000100563,0.0003854437,0.01662139],"study_design_scores_gemma":[0.0128803,0.05904821,0.921098,0.00005158629,0.001421934,0.002428157,0.000238772,0.000992139,0.0006491557,0.00009844368,0.001042688,0.00005056016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987581,0.000667412,0.0001204471,0.0000224789,0.00003006765,0.00004482485,0.00007313635,0.000003881108,0.0002795967],"genre_scores_gemma":[0.9988922,0.0002659273,0.0001433196,0.00005371343,0.0001878943,0.00005201022,0.0002484321,0.000002779918,0.0001537628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001882325,"threshold_uncertainty_score":0.007424474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04241936995107919,"score_gpt":0.2990693252090394,"score_spread":0.2566499552579602,"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."}}