{"id":"W2338610391","doi":"10.1016/j.cjca.2016.02.032","title":"Atrial Fibrillation Genetics: Is There a Practical Clinical Value Now or in the Future?","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Clinical Practice; Atrial fibrillation; Disease; Medical genetics; Modalities; Genetic testing; Bioinformatics; Intensive care medicine; Internal medicine; Genetics; Family medicine; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002141769,0.0007109901,0.003034514,0.001876466,0.0004470597,0.001941974,0.001177517,0.002399971,0.004460513],"category_scores_gemma":[0.005932334,0.000283672,0.001126874,0.002421742,0.0009102005,0.001680219,0.0007099853,0.002973138,0.0006703897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441095,"about_ca_system_score_gemma":0.004797691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009294663,"about_ca_topic_score_gemma":0.02078768,"domain_scores_codex":[0.9992324,0.0002308348,0.0001392843,0.0000889967,0.0002557242,0.00005273604],"domain_scores_gemma":[0.9952275,0.003394171,0.0004324656,0.00005044721,0.0007104349,0.0001850763],"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":[0.0001837885,0.00009365397,0.002342544,0.03576088,0.0008527312,0.0005107663,0.0001693793,0.0003038582,0.0002855077,0.0085641,0.07592878,0.8750041],"study_design_scores_gemma":[0.0001915375,0.0001149781,0.00769998,0.0732441,0.002008282,0.002950756,0.0005269461,0.0002817715,0.0001193243,0.01074824,0.9020125,0.0001014599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007130205,0.9956431,0.00004674707,0.003555228,0.0003035212,0.00000173845,0.00001729812,0.000002178713,0.0003588628],"genre_scores_gemma":[0.001174539,0.996854,0.0001546846,0.001135899,0.0005287663,0.000003742987,0.00002147076,7.258617e-7,0.0001262075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009294663,"threshold_uncertainty_score":0.01848114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.173901702204149,"score_gpt":0.4506969579400394,"score_spread":0.2767952557358904,"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."}}