{"id":"W2072132290","doi":"10.1038/nrd2112","title":"Innovative approaches to anti-arrhythmic drug therapy","year":2006,"lang":"en","type":"review","venue":"Nature Reviews Drug Discovery","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiac arrhythmia; Ventricular fibrillation; Cardiology; Heart Rhythm; Cardiac function curve; Internal medicine; Drug; Intensive care medicine; Fibrillation; Heart failure; Pharmacology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009945234,0.001438816,0.007684067,0.0006170828,0.000167656,0.00009424408,0.0004084463,0.001193124,0.0000384341],"category_scores_gemma":[0.0002434185,0.0009116711,0.002666089,0.00288227,0.0001658797,0.0002801307,0.0001883541,0.00438893,0.000548981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536362,"about_ca_system_score_gemma":0.0008937282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039779,"about_ca_topic_score_gemma":0.000004472159,"domain_scores_codex":[0.9946764,0.0008715467,0.00159506,0.001516108,0.0004857103,0.0008552184],"domain_scores_gemma":[0.9969319,0.0003039894,0.0008991291,0.001533963,0.0001327205,0.0001982766],"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":[0.0000503829,0.0001510316,0.000004981663,0.01620604,0.0005047553,0.0002504118,0.00005607617,0.000001601187,0.000004986184,0.0009194034,0.1033996,0.8784508],"study_design_scores_gemma":[0.0003825971,0.000067423,0.00003301546,0.02189706,0.0008285524,0.0005836189,0.000006566722,2.707349e-7,0.00001977988,0.00006314888,0.9752652,0.0008527847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002047498,0.9873348,0.00002116927,0.0005859933,0.000925858,0.006873208,0.0001587018,0.0001103955,0.003785126],"genre_scores_gemma":[0.00008882672,0.9827609,0.0002885756,0.001975069,0.003749476,0.0009941129,0.001603909,0.000200316,0.008338828],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.877598,"threshold_uncertainty_score":0.9998361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06810124915807393,"score_gpt":0.3346849436807662,"score_spread":0.2665836945226923,"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."}}