{"id":"W4220705556","doi":"10.1101/2022.03.25.485818","title":"Sudden unexpected death in epilepsy is prevented by blocking postictal hypoxia","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Epilepsy; Medicine; Anesthesia; Sudden death; Hypoxia (environmental); Asystole; Channelopathy; Neuroscience; Cardiology; Psychology; Psychiatry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001657615,0.0002219416,0.0002515775,0.0002066606,0.0001457322,0.0002558793,0.0002616247,0.0002782131,0.0027867],"category_scores_gemma":[0.0001534159,0.00009350225,0.0002406514,0.00008452499,0.0003090479,0.0001948482,0.0001989076,0.0006764254,0.0004288708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602117,"about_ca_system_score_gemma":0.0002122866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004922439,"about_ca_topic_score_gemma":0.0009213305,"domain_scores_codex":[0.999925,0.00001065947,0.000004347432,0.0000109079,0.00001554549,0.00003361123],"domain_scores_gemma":[0.9998987,0.00001526481,0.0000346749,0.00001355427,0.000009669593,0.00002814534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001006147,0.0002114326,0.0003246213,0.0001524653,0.0000285911,0.0001189319,0.00003551684,0.000214483,0.9859217,0.0008385793,0.001041578,0.01010605],"study_design_scores_gemma":[0.0002075746,0.001782237,0.007455596,0.00004057167,0.00005228309,0.0002868708,0.00005732642,0.001424985,0.9798773,0.0004662897,0.008337439,0.00001153739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980733,0.003811866,0.006950393,0.00114374,0.0002469273,0.00008147451,0.0005359179,0.0004746756,0.006022049],"genre_scores_gemma":[0.9916574,0.002113884,0.002380167,0.0002503924,0.00006631134,0.00006731269,0.0003615108,0.00003772811,0.003065375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0027867,"threshold_uncertainty_score":0.009322405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768670450376359,"score_gpt":0.2645550999898403,"score_spread":0.2468683954860768,"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."}}