{"id":"W2587098247","doi":"10.1161/circgenetics.116.001442","title":"Genetic Insurance Discrimination in Sudden Arrhythmia Death Syndromes","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Genetics","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"American Heart Association","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018135,0.00009526482,0.0001042423,0.000464739,0.0005812215,0.0003769459,0.000133987,0.0002838834,0.003175604],"category_scores_gemma":[0.006512424,0.00005277166,0.0001385181,0.0003458163,0.0005405928,0.0003419021,0.0009957406,0.0004348315,0.000116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143271,"about_ca_system_score_gemma":0.0003957624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228119,"about_ca_topic_score_gemma":0.003892871,"domain_scores_codex":[0.9991887,0.0003756705,0.00006034933,0.0000567747,0.0001683371,0.0001500853],"domain_scores_gemma":[0.9962007,0.001332238,0.001639395,0.0000759519,0.0001623508,0.0005892949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005404365,0.00004539207,0.9830334,0.00002323779,0.00001792098,0.0008393467,0.002069358,0.00003798206,0.0002440436,0.0002859187,0.0005637088,0.0127857],"study_design_scores_gemma":[0.000005616158,0.00009777212,0.9917204,0.00009165688,0.00001181934,0.002721661,0.003473166,0.0001117993,0.00008913603,0.0004419779,0.00122829,0.000006708469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971157,0.0002878837,0.00003511807,0.0006689789,0.0000116022,0.000003435548,0.00003903554,0.00000125188,0.001836972],"genre_scores_gemma":[0.9996179,0.0001256744,0.00002859122,0.0001091164,0.0000103779,0.000001791938,0.00002456776,4.159653e-7,0.00008154558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003175604,"threshold_uncertainty_score":0.01062351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754571590318256,"score_gpt":0.2735753740619379,"score_spread":0.2460296581587553,"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."}}