{"id":"W4366463077","doi":"10.1002/alz.13026","title":"Equivalence of plasma p‐tau217 with cerebrospinal fluid in the diagnosis of Alzheimer's disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Douglas Mental Health University Institute","funders":"Fonds de Recherche du Québec - Santé; HORIZON EUROPE Framework Programme; National Institutes of Health; Julius Clinical; UK Dementia Research Institute; Vetenskapsrådet; Novo Nordisk; Hjärnfonden; Eisai; EU Joint Programme – Neurodegenerative Disease Research; Familjen Erling-Perssons Stiftelse; Stiftelsen för Gamla Tjänarinnor; European Commission; Fondation Brain Canada; Biogen; Eli Lilly and Company; National Institute on Aging; Alzheimer's Association; Consortium canadien en neurodégénérescence associée au vieillissement; Canadian Institutes of Health Research; Weston Brain Institute; Alzheimer's Drug Discovery Foundation","keywords":"Cerebrospinal fluid; Equivalence (formal languages); Alzheimer's disease; Disease; Medicine; Internal medicine; Mathematics; Pure mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000651516,0.0002050422,0.000334282,0.0002873086,0.00007167952,0.00001889645,0.0003152916,0.00004389243,0.0005609643],"category_scores_gemma":[0.0000597002,0.0001383592,0.0001379886,0.0009834409,0.0003153748,0.0001416092,0.0001491665,0.0001703288,0.00008230497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004090894,"about_ca_system_score_gemma":0.0001811634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315038,"about_ca_topic_score_gemma":0.00002060287,"domain_scores_codex":[0.9975331,0.0001434472,0.0004587593,0.0003491019,0.001020339,0.000495264],"domain_scores_gemma":[0.998862,0.0001568969,0.0001436417,0.0004805684,0.0001937632,0.0001631142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007846363,0.0007719644,0.9671092,0.00006950187,0.004866745,0.0002001542,0.0003801071,0.00001306974,0.001338323,0.0003731379,0.002621978,0.02147119],"study_design_scores_gemma":[0.002017378,0.001093933,0.9334834,0.0002426772,0.01174631,0.000008319055,0.0005104619,0.0002351243,0.04958995,0.0000988079,0.0008168396,0.0001567736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810088,0.01470137,0.00002110741,0.001343917,0.00006494537,0.001064014,0.00004023551,0.00003601688,0.001719635],"genre_scores_gemma":[0.9986292,0.0005279789,0.0001769358,0.0001878155,0.00004204558,0.0003339493,0.00006186633,0.00002613673,0.0000140946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04825163,"threshold_uncertainty_score":0.6142166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564835607432965,"score_gpt":0.3260471271276704,"score_spread":0.2803987710533407,"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."}}