{"id":"W3044441261","doi":"10.48048/wjst.2020.5741","title":"Dementia Community Screening Program in District Health Area 11: Phase 1","year":2020,"lang":"en","type":"article","venue":"Walailak Journal of Science and Technology (WJST)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Montreal Cognitive Assessment; Dyslipidemia; Cognitive impairment; Gerontology; Community health; Physical therapy; Internal medicine; Psychiatry; Cognition; Public health; Obesity; Disease; Nursing","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":[0.003143897,0.001277414,0.001072029,0.002305974,0.002926604,0.001682211,0.001844977,0.000996933,0.006081954],"category_scores_gemma":[0.00335067,0.001531564,0.001156906,0.002166789,0.0006898019,0.001242933,0.003305505,0.001468629,0.001855375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939609,"about_ca_system_score_gemma":0.0102941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03630623,"about_ca_topic_score_gemma":0.04325047,"domain_scores_codex":[0.9982535,0.0005868807,0.000161414,0.0002754445,0.0002540887,0.0004686966],"domain_scores_gemma":[0.9970568,0.0001531607,0.0004759563,0.0001759731,0.0007133125,0.001424911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01120652,0.02778352,0.8182282,0.003028354,0.0004191667,0.00105055,0.005367993,0.001188203,0.00364534,0.000461699,0.01370943,0.113911],"study_design_scores_gemma":[0.006238114,0.0170831,0.9575647,0.0004785271,0.000296465,0.000796287,0.00318349,0.001271559,0.001155798,0.0002456223,0.01159045,0.00009590761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001843,0.0006262088,0.001835729,0.0004254207,0.0001056313,0.07682143,0.0128765,0.0002864096,0.006838372],"genre_scores_gemma":[0.841482,0.001172652,0.01525303,0.001810704,0.0001571137,0.1026227,0.02922423,0.00005076448,0.0082268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03630623,"threshold_uncertainty_score":0.07218981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05203415027285388,"score_gpt":0.3784877382872529,"score_spread":0.3264535880143991,"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."}}