{"id":"W2082442751","doi":"10.1038/ncpcardio0509","title":"Mechanisms of Disease: genetic mechanisms of atrial fibrillation","year":2006,"lang":"en","type":"review","venue":"Nature Clinical Practice Cardiovascular Medicine","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Institutes of Health","keywords":"Atrial fibrillation; Medicine; Brugada syndrome; Atrial action potential; Internal medicine; Cardiology; Disease; Fibrillation; Single-nucleotide polymorphism; Cardiac arrhythmia; Genetics; Gene; Genotype; Biology; Electrophysiology","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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004917635,0.000781737,0.009054895,0.0003978069,0.00007072892,0.000005196587,0.0002940071,0.002842884,0.00007434963],"category_scores_gemma":[0.02383723,0.0005626371,0.01214984,0.0009227645,0.0005359463,0.0001098288,0.0001528544,0.00350947,0.00002595895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009654186,"about_ca_system_score_gemma":0.001157595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002567928,"about_ca_topic_score_gemma":4.222906e-7,"domain_scores_codex":[0.9905791,0.002506203,0.003297645,0.001199521,0.001947902,0.00046967],"domain_scores_gemma":[0.9881867,0.00583256,0.0022787,0.002228193,0.001054789,0.0004190895],"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":[0.001377889,0.0001185887,0.000002383066,0.01896636,0.02054791,0.001694253,0.000008072358,0.0001306024,0.00001080743,0.003735498,0.002362691,0.9510449],"study_design_scores_gemma":[0.002978203,0.001438749,0.0002196972,0.01022614,0.09902934,0.001304702,0.00001292772,0.00001340614,0.000006267035,0.002683657,0.8816618,0.0004250774],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009944504,0.9830638,0.009881464,0.0003915946,0.003527807,0.002226429,0.00007149833,0.00006351721,0.0007639982],"genre_scores_gemma":[0.0009001261,0.9840887,0.005498823,0.0002979791,0.008226009,0.00001770422,0.000718369,0.0001358849,0.0001164385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9506199,"threshold_uncertainty_score":0.9996825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238596362631721,"score_gpt":0.3920409047563106,"score_spread":0.3596549411299934,"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."}}