{"id":"W2322861895","doi":"10.1002/hbm.23139","title":"Effects of change in FreeSurfer version on classification accuracy of patients with Alzheimer's disease and mild cognitive impairment","year":2016,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"NeuroRx Research (Canada)","funders":"DoD Alzheimer's Disease Neuroimaging Initiative; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; University of California, Los Angeles; National Institutes of Health; Foundation for the National Institutes of Health; Norges Forskningsråd; Northern California Institute for Research and Education; University of California, San Diego; BioClinica; Alzheimer's Disease Neuroimaging Initiative; Bristol-Myers Squibb; Eli Lilly and Company; Biogen; Eisai; National Institute on Aging; Alzheimer's Association","keywords":"Neuroimaging; Cognition; Alzheimer's Disease Neuroimaging Initiative; Cognitive impairment; Entorhinal cortex; Disease; Psychology; Alzheimer's disease; Dementia; Audiology; Magnetic resonance imaging; Neuroscience; Medicine; Pathology; Radiology; Hippocampus","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":[0.00005134445,0.0000760031,0.0001218233,0.0001107513,0.00003299428,0.000001558725,0.0000310164,0.00001823458,0.000006881753],"category_scores_gemma":[0.00007059062,0.00005251499,0.0000183479,0.00008570017,0.00007535157,0.00006382219,0.00002475672,0.00004460846,0.000001082082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002078857,"about_ca_system_score_gemma":0.000008054976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007214802,"about_ca_topic_score_gemma":9.010992e-7,"domain_scores_codex":[0.9994747,0.00002535468,0.0001293799,0.0001731118,0.0001131491,0.00008431292],"domain_scores_gemma":[0.9993923,0.0002470933,0.0001219742,0.0001316359,0.00005649111,0.00005054459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001046195,0.001209779,0.8846663,0.00048365,0.00005494862,0.000007576473,0.0007154634,2.355372e-7,0.09573931,0.00162304,0.0004503375,0.01400316],"study_design_scores_gemma":[0.002301513,0.0003086843,0.9925422,0.001795033,0.00004103471,1.118866e-7,0.00001783344,0.00001823902,0.002554909,0.0002608655,0.0001005582,0.00005899216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997104,0.00004851625,0.0006762882,0.000916228,0.000004644719,0.001160916,0.00001984444,0.00002443842,0.0000451158],"genre_scores_gemma":[0.9992985,0.00001949111,0.0002526548,0.0002603713,0.00001247513,0.0001134776,0.00002513499,0.00001060562,0.000007289691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078759,"threshold_uncertainty_score":0.2141499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004986253397984,"score_gpt":0.3483947330859034,"score_spread":0.2478961077461049,"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."}}