{"id":"W4312086441","doi":"10.1002/alz.068779","title":"Human nasal beta‐amyloid 42 reflects cognition decline in Alzheimer’s disease","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":"","funders":"","keywords":"Medicine; Biomarker; Cerebrospinal fluid; Neuropsychology; Internal medicine; Amyloid beta; Cognitive impairment; Cognitive decline; Montreal Cognitive Assessment; Disease; Oncology; Pathology; Cognition; Gastroenterology; Dementia; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004587754,0.000481846,0.0002914484,0.0006174884,0.0003525635,0.0004732531,0.0001766673,0.0004416154,0.00112666],"category_scores_gemma":[0.0007175424,0.0001450603,0.0002411976,0.0004134887,0.0002882654,0.0003034058,0.0003033162,0.0003061715,0.0002815821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810647,"about_ca_system_score_gemma":0.0001255037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539818,"about_ca_topic_score_gemma":0.001987185,"domain_scores_codex":[0.9998685,0.00002413542,0.00001794666,0.00003567643,0.00003298137,0.00002064382],"domain_scores_gemma":[0.9995813,0.00005359636,0.0001759758,0.00002761663,0.00007955603,0.00008194852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118092,0.0001524373,0.9722847,0.00005341783,0.00009211315,0.0004945862,0.0002260422,0.00008044818,0.0193358,0.00002710163,0.00017615,0.005896346],"study_design_scores_gemma":[0.00001098546,0.0002185648,0.9976738,0.000005538502,0.00001821364,0.000746646,0.0001793139,0.0001706318,0.000771395,0.00007196576,0.0001287361,0.00000417527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999181,0.0002922303,0.0001122709,0.00001042952,0.000005901098,0.000005994672,0.00008020195,0.000004441055,0.0003073719],"genre_scores_gemma":[0.999534,0.00009298448,0.0001121114,0.00001970249,0.000005867576,0.000004775686,0.00008307077,9.925917e-7,0.0001466077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002539818,"threshold_uncertainty_score":0.005050063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05758827889187877,"score_gpt":0.3537738999720021,"score_spread":0.2961856210801233,"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."}}