{"id":"W1965744080","doi":"10.1586/erc.10.79","title":"Cholesterol and cardiac arrhythmias","year":2010,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Cholesterol; Internal medicine; Atrial fibrillation; Cardiology; Cardiac function curve; Cardiac arrhythmia; Sudden cardiac death; Ventricular fibrillation; Heart failure","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001114951,0.0008279875,0.009530554,0.0001802502,0.00007613002,0.00001410485,0.0001931859,0.0007240658,0.00006882421],"category_scores_gemma":[0.0001109684,0.0005698073,0.01054757,0.0003625938,0.0002883173,0.00006629313,0.00008405791,0.001151793,0.00004560648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005128487,"about_ca_system_score_gemma":0.0003479001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113346,"about_ca_topic_score_gemma":5.228789e-8,"domain_scores_codex":[0.9963921,0.0007293753,0.0010044,0.0008388169,0.0006034134,0.0004319288],"domain_scores_gemma":[0.9968563,0.0001361658,0.0003687107,0.002214834,0.0001951807,0.0002287734],"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":[0.00001139135,0.00002472084,3.001612e-7,0.05861792,0.006863139,0.00007608169,0.00001815843,3.691628e-8,0.00001258537,0.00002740122,0.0007275199,0.9336208],"study_design_scores_gemma":[0.000471472,0.0001584621,0.000006324421,0.09144098,0.003599337,0.001583104,0.000001688364,6.471909e-8,0.00003195583,0.000003790426,0.9022806,0.0004222744],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002063344,0.9953809,0.00001610137,0.00007816723,0.0007323826,0.002963343,0.00002529686,0.00006234611,0.0007207824],"genre_scores_gemma":[0.000001320707,0.9959009,0.0003082456,0.0005803153,0.002201922,0.0005585385,0.0001620657,0.0001475386,0.0001391375],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9331985,"threshold_uncertainty_score":0.9996753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225546965286276,"score_gpt":0.3284352616162767,"score_spread":0.305880565087649,"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."}}