{"id":"W3017026141","doi":"10.1161/circulationaha.119.044408","title":"Autoantibody Signature in Cardiac Arrest","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Autoantibody; Signature (topology); Cardiology; Internal medicine; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003189712,0.0003295744,0.0001947453,0.0009234147,0.0003243285,0.00033603,0.0002257489,0.0003354288,0.003110884],"category_scores_gemma":[0.0008361788,0.00008372543,0.0002083451,0.0004822508,0.0002077537,0.0001257822,0.0002863396,0.0002245298,0.0004254804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026862,"about_ca_system_score_gemma":0.000208054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565478,"about_ca_topic_score_gemma":0.001199076,"domain_scores_codex":[0.9998272,0.00003159161,0.00001619381,0.00004526197,0.00003704832,0.00004271615],"domain_scores_gemma":[0.9993731,0.0001147668,0.0002425647,0.0000321082,0.0001347093,0.0001027625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003196323,0.00005409131,0.974306,0.000052978,0.00004481274,0.002737956,0.0001117103,0.0001421359,0.01385537,0.00006505235,0.0003936745,0.00791661],"study_design_scores_gemma":[0.00001334511,0.0002121143,0.9878741,0.00001750105,0.00004674367,0.008580023,0.0001069297,0.0003779129,0.001534961,0.00009754582,0.001133835,0.00000506734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973219,0.0006470903,0.0003166551,0.00005307982,0.00001201753,0.00002042841,0.000159727,0.00002123568,0.001447831],"genre_scores_gemma":[0.9993156,0.0001111965,0.0001637561,0.00004149363,0.00001951897,0.000006236864,0.0001599769,0.000002559809,0.0001794972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003110884,"threshold_uncertainty_score":0.01040697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175384229491366,"score_gpt":0.2540139853697613,"score_spread":0.2422601430748476,"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."}}