{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005173314,0.0003595568,0.000488656,0.0005047264,0.0004319066,0.0006273827,0.0002161437,0.0004682194,0.000703623],"category_scores_gemma":[0.00175624,0.0001954411,0.0002982688,0.0006735037,0.0001651042,0.0004227534,0.000285027,0.000512358,0.0001654963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658016,"about_ca_system_score_gemma":0.0002908774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397212,"about_ca_topic_score_gemma":0.002063898,"domain_scores_codex":[0.9996915,0.00008356095,0.00004249214,0.00009338368,0.00004312073,0.00004585387],"domain_scores_gemma":[0.9992421,0.0001087866,0.0003561502,0.00006497635,0.0001077117,0.0001203769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001028777,0.00008562548,0.9961514,0.00001837766,0.00004888024,0.0001032293,0.00004936237,0.00005251912,0.000594963,0.0000117865,0.0001381583,0.00171699],"study_design_scores_gemma":[0.00005812921,0.0004223478,0.9985655,0.00001343134,0.00004692794,0.0001989814,0.0001072998,0.0001858601,0.0001835172,0.00004726507,0.0001649867,0.000005889313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990074,0.0002572142,0.00007825169,0.00002981106,0.000009176042,0.00001943912,0.0003503913,0.000002579307,0.0002457985],"genre_scores_gemma":[0.998888,0.0001461363,0.0001088532,0.00004718097,0.00002180522,0.00003750311,0.0006306651,0.000001115917,0.0001188455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397212,"threshold_uncertainty_score":0.002778113,"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."}}