{"id":"W2127611201","doi":"10.1093/europace/eup328","title":"Animal models for atrial fibrillation: clinical insights and scientific opportunities","year":2009,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Animal model; Clinical Practice; Intensive care medicine; Neuroscience; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007140214,0.0003509707,0.001661729,0.000299133,0.0002232796,0.0001861635,0.00009786538,0.0002351141,0.00003031105],"category_scores_gemma":[0.0003471663,0.0002722121,0.0010539,0.0002462736,0.0001675966,0.0001859546,0.00009357787,0.0001790231,0.00003564602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003386644,"about_ca_system_score_gemma":0.0003061048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.793842e-7,"about_ca_topic_score_gemma":6.715043e-7,"domain_scores_codex":[0.997705,0.0002067161,0.0009416235,0.0005914057,0.0003160039,0.0002392302],"domain_scores_gemma":[0.9982286,0.0006061802,0.0004368563,0.0003836818,0.0001433259,0.0002013656],"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":[0.0001559212,0.000002461277,0.00003273369,0.004004924,0.000178208,0.00002435763,0.00003776341,0.000007418163,7.445444e-8,0.007436892,0.007354904,0.9807643],"study_design_scores_gemma":[0.0009024247,0.0003536716,0.00003482489,0.001466742,0.00180215,0.00002628731,0.00001483022,0.0006799705,4.484199e-8,0.0003266927,0.9941312,0.0002611371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000590487,0.9934516,0.0003346906,0.0006731229,0.00109908,0.001878618,0.00002331499,0.000107547,0.002372979],"genre_scores_gemma":[0.00003814309,0.9589291,0.0009349177,0.00004343561,0.007484175,0.000001513505,0.0003021456,0.00005385117,0.03221271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867763,"threshold_uncertainty_score":0.999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4675969171275448,"score_gpt":0.4619347433384608,"score_spread":0.005662173789084013,"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."}}