{"id":"W4312088370","doi":"10.1002/alz.062021","title":"Hippocampal grading is sensitive to changes in cognition in early MCI","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Hippocampal formation; Cognition; Dementia; Neuroimaging; Alzheimer's disease; Clinical Dementia Rating; Cognitive decline; Alzheimer's Disease Neuroimaging Initiative; Psychology; Hippocampal sclerosis; Grading (engineering); Medicine; Neuroscience; Disease; Internal medicine; Cognitive impairment; Temporal lobe; Biology","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":[0.001020917,0.0005252135,0.0003623905,0.001314821,0.000295424,0.000981666,0.0003805684,0.0004621861,0.001628211],"category_scores_gemma":[0.005319712,0.0002708745,0.0003290482,0.000815028,0.0004321799,0.0004807926,0.0005486525,0.0004097699,0.0002601807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002497825,"about_ca_system_score_gemma":0.0001790097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004235732,"about_ca_topic_score_gemma":0.006400226,"domain_scores_codex":[0.9996191,0.00006741066,0.00006072364,0.00009630097,0.0001091684,0.00004725686],"domain_scores_gemma":[0.9968961,0.000459827,0.001772105,0.0002528231,0.0003700331,0.000249034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006044118,0.00002968446,0.9915801,0.00003340299,0.0001085992,0.0001169673,0.0001000335,0.0001082718,0.001708228,0.00003142889,0.0001444376,0.005434446],"study_design_scores_gemma":[0.000004563512,0.00007415692,0.9990113,0.000006625095,0.00002481653,0.0002357853,0.00005126486,0.0001170502,0.0003128247,0.00008288019,0.00007515409,0.00000365689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974577,0.0006453749,0.0002207573,0.00003304064,0.00001708842,0.00001616581,0.0002261519,0.00001666939,0.001366891],"genre_scores_gemma":[0.9993165,0.00009393215,0.0001626136,0.00001829215,0.00001417541,0.000005637573,0.0001815356,0.000002250751,0.0002051935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004235732,"threshold_uncertainty_score":0.008422196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460508795054564,"score_gpt":0.3125104719802502,"score_spread":0.2779053840297046,"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."}}