{"id":"W3140731916","doi":"10.1159/000515322","title":"Brain Atrophy Subtypes and the ATN Classification Scheme in Alzheimer’s Disease","year":2020,"lang":"en","type":"article","venue":"Neurodegenerative Diseases","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Atrophy; Alzheimer's Disease Neuroimaging Initiative; Dementia; Medicine; Alzheimer's disease; Internal medicine; Cohort; Neuroimaging; Disease; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001449218,0.0003456375,0.0002517411,0.001256807,0.000401862,0.0006355685,0.0003926174,0.0002719772,0.001406251],"category_scores_gemma":[0.002286518,0.0000993854,0.0002727908,0.0009836133,0.000243467,0.0004170561,0.0005203843,0.0002749072,0.0002830329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396005,"about_ca_system_score_gemma":0.0004504115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005602484,"about_ca_topic_score_gemma":0.007548073,"domain_scores_codex":[0.999554,0.0001528644,0.00004934785,0.0001202719,0.0000751266,0.00004840723],"domain_scores_gemma":[0.9985436,0.0002013456,0.0007733344,0.00009913417,0.0001737358,0.000208705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001746021,0.00001513572,0.9977739,0.000009277989,0.00003469761,0.000016605,0.00005664302,0.00004655397,0.0001202235,0.00003586109,0.0001020924,0.001614448],"study_design_scores_gemma":[0.00000940197,0.00007712648,0.9989843,0.00001107712,0.00003014771,0.000166723,0.00009005982,0.0002822168,0.00004838591,0.0001220098,0.0001748923,0.000003647795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998558,0.000250956,0.0001351733,0.00002994202,0.000007274913,0.00001471056,0.0005162621,0.000002571399,0.0004850735],"genre_scores_gemma":[0.9986359,0.00005781639,0.0003784618,0.000009884325,0.00001094997,0.00001904745,0.0007450223,0.000001946231,0.0001409678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005602484,"threshold_uncertainty_score":0.01113975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04309291242955496,"score_gpt":0.3131436399313787,"score_spread":0.2700507275018238,"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."}}