{"id":"W3212315891","doi":"10.3390/brainsci11111491","title":"Anatomically Standardized Detection of MRI Atrophy Patterns in Early-Stage Alzheimer’s Disease","year":2021,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Atrophy; Hippocampal formation; Dementia; Pathology; Neuroscience; Posterior cortical atrophy; Voxel; Neuroimaging; Medicine; Alzheimer's disease; Clinical Dementia Rating; Disease; Psychology; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006440158,0.00007116722,0.0001576411,0.0001702905,0.00006466098,0.00003948123,0.00009385272,0.00002310762,0.0003223555],"category_scores_gemma":[0.0002992488,0.00005841854,0.00007659732,0.0006078903,0.0002386491,0.0001210528,0.00006605575,0.0000881328,0.0000080427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002467686,"about_ca_system_score_gemma":0.0003789574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226507,"about_ca_topic_score_gemma":0.0001047166,"domain_scores_codex":[0.9984872,0.0001263502,0.000191653,0.0002819682,0.0006737617,0.0002390762],"domain_scores_gemma":[0.9994344,0.0001030056,0.00004373594,0.0001283631,0.0001414097,0.0001491165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002693092,0.00017062,0.9488193,0.00004019778,0.00002838084,0.0002256609,0.0001353896,0.000005199292,0.03713589,0.0001409985,0.00003406281,0.01299501],"study_design_scores_gemma":[0.001210393,0.0002984426,0.9342373,0.0000736024,0.00002760234,0.000003191337,0.0003490364,0.0004041363,0.06248676,0.0002115659,0.0006308428,0.00006712771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949653,0.0002972142,0.001737964,0.001584375,0.00005644409,0.0002258646,0.00002619189,0.00001313459,0.001093513],"genre_scores_gemma":[0.9991795,0.00005388431,0.0002097943,0.000263773,0.00002549239,0.00001399585,0.000004800168,0.000004492012,0.0002442379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02535087,"threshold_uncertainty_score":0.3529567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848115719939671,"score_gpt":0.3458685592578323,"score_spread":0.3173874020584356,"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."}}