{"id":"W2168221410","doi":"10.1136/jnnp-2012-303579","title":"Dynamics of brain structure and cognitive function in the Alzheimer's disease neuroimaging initiative","year":2012,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Institute for Biodiagnostics; National Research Council Canada; Dalhousie University","funders":"Canadian Institutes of Health Research; National Institutes of Health; Dana Foundation","keywords":"Neuroimaging; Cognition; Alzheimer's Disease Neuroimaging Initiative; Atrophy; Cognitive decline; Cohort; Medicine; Alzheimer's disease; Psychology; Internal medicine; Dementia; Mini–Mental State Examination; Effects of sleep deprivation on cognitive performance; Audiology; Cardiology; Disease; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001836481,0.0001597216,0.0002715194,0.0007982235,0.0002390123,0.0005999308,0.0003221833,0.0003084151,0.0003875808],"category_scores_gemma":[0.005447298,0.0001412169,0.0002076996,0.0007767396,0.0002894149,0.0006896418,0.0005505738,0.0003494265,0.00008280091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007435016,"about_ca_system_score_gemma":0.0004246684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008747802,"about_ca_topic_score_gemma":0.01112588,"domain_scores_codex":[0.9995044,0.0002053785,0.00004549433,0.0001015871,0.0001017372,0.00004133325],"domain_scores_gemma":[0.9981841,0.0003635649,0.0009654228,0.0001013315,0.0002443878,0.000141141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001709791,0.000031195,0.987951,0.0000452805,0.00007575033,0.00007908719,0.0003479687,0.0002315684,0.0003331456,0.00009983083,0.0005665722,0.0100675],"study_design_scores_gemma":[0.0000022448,0.0000348188,0.9991042,0.000008046724,0.00001253145,0.0001406111,0.00006897096,0.0001822704,0.00004946867,0.000115019,0.0002794251,0.000002440385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956261,0.002002419,0.000237769,0.0004285551,0.000005652176,0.00001439146,0.0007035827,0.00001190783,0.0009695646],"genre_scores_gemma":[0.9982541,0.0004372405,0.0004266563,0.00004638966,0.00001829993,0.00001722922,0.000690576,0.000002462211,0.0001070374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008747802,"threshold_uncertainty_score":0.01739377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012300220914866,"score_gpt":0.3036933657455609,"score_spread":0.2835703635364122,"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."}}