{"id":"W2087548031","doi":"10.1016/j.jalz.2013.05.1566","title":"P4–175: Singapore experience with cognitive screening","year":2013,"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":"","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Medicine; Cognition; Population; Malay; Cognitive decline; Gerontology; Cohort; Diabetes mellitus; Depression (economics); Disease; Physical therapy; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002123167,0.0003376955,0.0002503538,0.0005820406,0.001234498,0.001110199,0.0006218051,0.0005692385,0.006760905],"category_scores_gemma":[0.003844417,0.0002219232,0.0003989097,0.001602478,0.0005521086,0.00117156,0.002289769,0.001036293,0.001421477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102494,"about_ca_system_score_gemma":0.001974606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642456,"about_ca_topic_score_gemma":0.02785951,"domain_scores_codex":[0.9988471,0.0004081376,0.000159186,0.0000980866,0.0002894411,0.0001979321],"domain_scores_gemma":[0.9972004,0.0003490912,0.0004886407,0.0001578839,0.0005571922,0.001246807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002087976,0.0007332204,0.6384338,0.0005903186,0.0001130522,0.04579784,0.03525438,0.0001871164,0.002446975,0.0007077692,0.04009303,0.2354337],"study_design_scores_gemma":[0.00004166201,0.001697728,0.7261594,0.0004703221,0.00009725038,0.06304694,0.02931937,0.0005996954,0.001248202,0.0005504148,0.1766232,0.000145869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603026,0.002495218,0.0005356934,0.008544646,0.0002642818,0.0001786773,0.0005647602,0.0001195747,0.02699447],"genre_scores_gemma":[0.977275,0.003190826,0.001175091,0.005301255,0.0002754576,0.00008575841,0.0008335654,0.00006411289,0.01179895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01642456,"threshold_uncertainty_score":0.03265792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03580561315900017,"score_gpt":0.3156493080412676,"score_spread":0.2798436948822675,"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."}}