{"id":"W3111829577","doi":"10.1002/alz.045059","title":"Characterising mild behavioural impairment in Asian mild cognitive impairment and cognitively normal individuals","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Mood; Cognition; Neuropsychology; Pittsburgh Sleep Quality Index; Psychology; Cohort; Cognitive impairment; Clinical psychology; Psychiatry; Mood disorders; Neurology; Audiology; Medicine; Internal medicine; Sleep quality; Anxiety","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":[0.000604827,0.0004414486,0.0003953137,0.001412258,0.0004493482,0.0006140536,0.0004176929,0.0003650824,0.001296905],"category_scores_gemma":[0.00167327,0.0001698928,0.0004629316,0.0008903417,0.0003198686,0.000353459,0.0005758879,0.0003547035,0.0002519255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002946345,"about_ca_system_score_gemma":0.000369373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067817,"about_ca_topic_score_gemma":0.01202321,"domain_scores_codex":[0.9997652,0.0000461564,0.00004890565,0.00004088466,0.0000539036,0.00004500479],"domain_scores_gemma":[0.9991803,0.00007673981,0.0003718073,0.00004479225,0.000122373,0.0002039408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001151875,0.00003989195,0.9975477,0.0000180443,0.00003234723,0.0001390938,0.0001914695,0.00002468001,0.00041007,0.00001362469,0.00005417136,0.001413634],"study_design_scores_gemma":[0.00000240604,0.00008962858,0.9991453,0.000004736949,0.00001291348,0.0002957682,0.0002625855,0.00006896432,0.00004664455,0.00001755283,0.00005109021,0.000002357915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990811,0.0001248669,0.00004160053,0.00001854068,0.000003988031,0.00001507665,0.0001622549,0.000002823087,0.0005497246],"genre_scores_gemma":[0.9995674,0.00004682635,0.00008244138,0.00001821968,0.000005294381,0.00001045051,0.00016223,7.368104e-7,0.0001063774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067817,"threshold_uncertainty_score":0.02123201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924588423718157,"score_gpt":0.3148569090179098,"score_spread":0.2656110247807282,"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."}}