{"id":"W2076843081","doi":"10.1016/j.cardiores.2004.07.025","title":"Identifying and understanding the role of pulmonary vein activity in atrial fibrillation","year":2004,"lang":"en","type":"review","venue":"Cardiovascular Research","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Atrial fibrillation; Cardiology; Pulmonary vein; Medicine; Internal medicine; Fibrillation","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":[0.004512104,0.0001950108,0.001444325,0.0006840569,0.0001485635,0.00006070108,0.0001298915,0.0002309116,0.00001148553],"category_scores_gemma":[0.0004029811,0.0001366707,0.001911377,0.001053192,0.0001748033,0.0001105398,0.0002807601,0.0005574736,0.00001042591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006259746,"about_ca_system_score_gemma":0.0002961266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000126349,"about_ca_topic_score_gemma":0.000003206289,"domain_scores_codex":[0.9968491,0.000897351,0.0003984698,0.0003921204,0.001154011,0.00030891],"domain_scores_gemma":[0.99858,0.0005650414,0.0001064284,0.0006080052,0.00007628823,0.00006418373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005847577,0.000001600223,0.0008601383,0.01160648,0.001405952,0.00004138669,0.00008208249,0.00007598267,0.000003331434,0.0009044161,0.000002179946,0.984958],"study_design_scores_gemma":[0.001205422,0.00005525316,0.001592217,0.01430164,0.002447874,0.00009366853,0.0007122557,0.0001723702,0.000007752414,0.002977225,0.9761536,0.0002807344],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002678966,0.9959363,0.0002573599,0.0000509756,0.0001003693,0.001945302,0.000003315972,0.00001501707,0.001423467],"genre_scores_gemma":[0.03519277,0.9636377,0.0000216441,3.778175e-7,0.0009648131,0.00000431201,0.00002367453,0.00003661203,0.0001181396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9846773,"threshold_uncertainty_score":0.557327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3534798445558905,"score_gpt":0.4560583557430567,"score_spread":0.1025785111871662,"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."}}