{"id":"W4323294633","doi":"10.1001/jamaneurol.2023.0050","title":"Alzheimer Disease Blood Biomarkers in Patients With Out-of-Hospital Cardiac Arrest","year":2023,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; UK Dementia Research Institute; Stiftelsen Konsul Thure Carlssons Minne; H. Lundbeck A/S; Skånes universitetssjukhus; EU Joint Programme – Neurodegenerative Disease Research; Svenska Läkaresällskapet; Familjen Erling-Perssons Stiftelse; European Commission; Royal Swedish Academy of Sciences; Hjärnfonden; TrygFonden; Eisai; Vetenskapsrådet; Novo Nordisk; Julius Clinical; Fondation pour la Recherche Médicale; University College London; Prothena; Siemens Healthineers; Eli Lilly and Company; Lundbeckfonden; Alzheimer's Association; Stiftelsen för Gamla Tjänarinnor; Biogen; Apellis Pharmaceuticals","keywords":"Medicine; Disease; Internal medicine; Cardiology; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009903024,0.0001096572,0.0002496308,0.0001780925,0.00002108264,0.00000516458,0.00004874581,0.000101284,0.000007581667],"category_scores_gemma":[0.0001217411,0.00008673395,0.00009686029,0.000329742,0.0001161129,0.00005362808,0.00003967666,0.0001791087,0.00004952699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004192451,"about_ca_system_score_gemma":0.00005404543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531893,"about_ca_topic_score_gemma":0.000005062961,"domain_scores_codex":[0.9990516,0.00008322082,0.0001761132,0.000251979,0.0002075029,0.0002296368],"domain_scores_gemma":[0.9994112,0.0001010313,0.00006306483,0.0002301746,0.00006792228,0.0001266574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001618647,0.0002070238,0.994213,0.00002431419,0.0002685296,0.0001921882,0.0001759329,0.00001944879,0.00005070112,0.00002006891,0.001810984,0.001399175],"study_design_scores_gemma":[0.002761099,0.000552411,0.9940668,0.0000177132,0.0003109242,5.636982e-8,0.00001638109,0.00003525614,0.00002935128,0.00002211666,0.002103862,0.00008406062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912103,0.0000776111,6.002346e-7,0.002750264,0.005016244,0.0004419328,0.00003104214,0.0000519157,0.0004201258],"genre_scores_gemma":[0.999238,0.00002408839,0.00001203419,0.0002509248,0.0002613164,0.00002732982,0.0001550475,0.00002316445,0.000008065843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008027765,"threshold_uncertainty_score":0.3536908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00818588142036352,"score_gpt":0.2393517727299579,"score_spread":0.2311658913095943,"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."}}