{"id":"W2906873235","doi":"10.1101/235234","title":"A Comprehensive Evaluation of the Genetic Architecture of Sudden Cardiac Arrest","year":2017,"lang":"en","type":"article","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Fondation Institut de Cardiologie de Montréal; Center for Translational Molecular Medicine; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Erasmus Medisch Centrum; Institut de Cardiologie de Montréal; Danmarks Grundforskningsfond; College ter Beoordeling van Geneesmiddelen; Helmholtz Zentrum München; Bundesministerium für Bildung und Forschung; Academy of Finland; Rigshospitalet; ZonMw; Institut National de la Santé et de la Recherche Médicale; European Commission; Fondation Leducq; National Cancer Institute; National Research Foundation; Ministry of Earth Sciences; US-UK Fulbright Commission","keywords":"Sudden cardiac arrest; Sudden cardiac death; Medicine; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007489068,0.0001927985,0.0005657377,0.00008961146,0.0001392866,0.00002732456,0.0003542125,0.0001233903,0.00001374653],"category_scores_gemma":[0.000885829,0.0001503338,0.0004201302,0.0001764365,0.0003021643,0.00005548983,0.0001499893,0.0001932102,0.000008395085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007627099,"about_ca_system_score_gemma":0.0003825516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009369106,"about_ca_topic_score_gemma":0.000001852491,"domain_scores_codex":[0.9980645,0.0002335451,0.0002777597,0.0003106298,0.0008982811,0.0002153442],"domain_scores_gemma":[0.995961,0.00006512413,0.0003508993,0.002397781,0.001117506,0.0001076956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006584694,0.00006225669,0.04408134,0.0003075365,0.0003920515,0.000009053704,0.00001457029,0.0001482056,0.9547327,0.00002534354,0.0001008573,0.0000601969],"study_design_scores_gemma":[0.0009140677,0.00003879873,0.6861733,0.0002797265,0.0007679747,2.412011e-8,0.000002230897,0.0001069848,0.3110719,8.372326e-7,0.0005450282,0.00009912809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954597,0.002286152,0.00005731076,0.0001520559,0.0007514167,0.001194578,0.00003775365,0.0000276088,0.00003343252],"genre_scores_gemma":[0.9986578,0.00005995338,0.00090666,0.00003111618,0.0002503678,0.0000500629,4.964991e-8,0.00004261933,0.000001383634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6436608,"threshold_uncertainty_score":0.6130437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670581034255461,"score_gpt":0.2508207612171993,"score_spread":0.2341149508746447,"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."}}