{"id":"W1968279457","doi":"10.1159/000330019","title":"White Matter Disease Independently Predicts Progression from Mild Cognitive Impairment to Alzheimer’s Disease in a Clinic Cohort","year":2011,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Hyperintensity; Alzheimer's disease; Cohort; Internal medicine; White matter; Atrophy; Psychology; Vascular dementia; Medicine; Odds ratio; Cardiology; Magnetic resonance imaging; Disease; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004969946,0.0005440162,0.0005548798,0.0006763978,0.0001988469,0.00008695203,0.0001609133,0.0001230943,0.007074098],"category_scores_gemma":[0.0001420155,0.0005022668,0.0002383111,0.0007052182,0.0002233006,0.0003054799,0.0003848198,0.0003844448,0.0006432582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004801138,"about_ca_system_score_gemma":0.0002940497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000298579,"about_ca_topic_score_gemma":0.0001131721,"domain_scores_codex":[0.9957882,0.0003053536,0.0007171511,0.001294653,0.0009491621,0.000945542],"domain_scores_gemma":[0.9976152,0.000156962,0.000182695,0.0002761323,0.000323488,0.001445518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009819089,0.002664181,0.9742624,0.0001085607,0.0009513478,0.0002770401,0.001212295,1.009743e-7,0.000003983795,0.000002483763,0.0006669002,0.01003166],"study_design_scores_gemma":[0.009492529,0.001005667,0.9821491,0.0007262084,0.003791949,0.000001777271,0.001675983,0.00005446875,0.00006301943,0.0004066648,0.00008212496,0.0005505679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841597,0.003175298,0.0004107753,0.0006358372,0.0001943112,0.006100672,0.000495557,0.00007620905,0.004751652],"genre_scores_gemma":[0.9942969,0.0007495307,0.0001265905,0.001668432,0.00009880553,0.001696232,0.0009095974,0.00007114402,0.0003827485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013723,"threshold_uncertainty_score":0.9997429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01890274152669971,"score_gpt":0.3090293348119054,"score_spread":0.2901265932852057,"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."}}