{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002416143,0.0001100219,0.0003243394,0.0007504622,0.0003741548,0.00005616873,0.0003855818,0.00006888506,0.00004389136],"category_scores_gemma":[0.00088209,0.000085583,0.00004009817,0.002459653,0.001141058,0.0002893518,0.0002262581,0.0009675216,0.000002977005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100829,"about_ca_system_score_gemma":0.0006012806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002811062,"about_ca_topic_score_gemma":0.00002027115,"domain_scores_codex":[0.998142,0.00007146756,0.000427776,0.0001739033,0.0006918184,0.000493043],"domain_scores_gemma":[0.9987189,0.0000440498,0.0002479205,0.0001440296,0.0004927254,0.000352434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233162,0.0008289867,0.6736121,0.00005487664,0.00004377363,0.0001859704,0.0003196187,2.262552e-7,0.007346192,0.00008061799,0.0008182672,0.3165861],"study_design_scores_gemma":[0.03342339,0.04854958,0.7712796,0.001290837,0.0003967385,0.00212337,0.02963754,0.002791053,0.05166858,0.001225179,0.05693658,0.0006774939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626258,0.0007540638,0.0004891001,0.03538433,0.00003164787,0.0003404657,0.000002450116,0.00003989567,0.0003322211],"genre_scores_gemma":[0.9971305,0.0002321749,0.001789478,0.0007920339,0.00002354143,0.000007976828,0.000001688947,0.000005348648,0.00001721876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159086,"threshold_uncertainty_score":0.4204276,"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."}}