{"id":"W4312086636","doi":"10.1002/alz.068059","title":"Plasma p‐tau181 concentration accurately predicts clinically diagnosed Alzheimer’s Disease cases","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Biomarker; Internal medicine; Dementia; Receiver operating characteristic; Gastroenterology; Disease; Chemistry","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":[0.0004749227,0.0003938982,0.0002595618,0.0008272238,0.0002129505,0.0004437868,0.000163566,0.0004048628,0.001623315],"category_scores_gemma":[0.001375229,0.0001828128,0.0001959301,0.0002892466,0.0001919846,0.0002316807,0.0001821131,0.0002719204,0.000536086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579381,"about_ca_system_score_gemma":0.0001073142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005136085,"about_ca_topic_score_gemma":0.0005305166,"domain_scores_codex":[0.999709,0.0000653568,0.00004397135,0.00008674064,0.00006621372,0.00002868084],"domain_scores_gemma":[0.9994127,0.000192267,0.0001884143,0.00003829475,0.00009718181,0.00007120864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007070354,0.00006705734,0.9853748,0.00001519336,0.00005093214,0.0001706818,0.00004658626,0.00009979345,0.00955723,0.00001370741,0.0001256248,0.003771426],"study_design_scores_gemma":[0.00002263315,0.0004304044,0.9910108,0.000009542219,0.0000524728,0.002094415,0.0001077625,0.001003668,0.004823632,0.0000545623,0.0003850305,0.000005191766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986556,0.0003397246,0.00028977,0.0000208806,0.000008738461,0.000007046451,0.0001381019,0.00001336549,0.0005268211],"genre_scores_gemma":[0.9993111,0.00006846008,0.0002583457,0.00001364314,0.00001246432,0.000005614365,0.0001519973,0.00000159227,0.0001766359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001623315,"threshold_uncertainty_score":0.00543046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08745992554340745,"score_gpt":0.360596232763067,"score_spread":0.2731363072196595,"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."}}