{"id":"W4390201018","doi":"10.1002/alz.078358","title":"Cognitive Assessment for Tagalog Speakers (CATS): A pilot study","year":2023,"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":"Tagalog; Dementia; Population; Psychology; Neuropsychology; Pacific islanders; Gerontology; Cognition; Medicine; Linguistics; Disease; Psychiatry; Environmental health","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":[0.00369235,0.0009439447,0.000773571,0.0007224663,0.001623017,0.0009868165,0.0006464035,0.001186577,0.001870995],"category_scores_gemma":[0.005209484,0.0003543573,0.00109361,0.0005411493,0.0007792803,0.001034574,0.001147379,0.001277052,0.0006923797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375409,"about_ca_system_score_gemma":0.004077526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169685,"about_ca_topic_score_gemma":0.02383755,"domain_scores_codex":[0.9989409,0.0003671844,0.0001293017,0.0001903504,0.000227957,0.0001443964],"domain_scores_gemma":[0.9966711,0.0005624372,0.0002803378,0.000386699,0.001256851,0.0008427238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007847475,0.04553075,0.8387537,0.0004386367,0.0004329615,0.005938817,0.01975926,0.0006154429,0.006635099,0.0005235827,0.005053787,0.06847052],"study_design_scores_gemma":[0.00268048,0.03529522,0.9392606,0.0001635045,0.0003044635,0.003278812,0.007068013,0.001324294,0.001354231,0.0004420835,0.008720409,0.0001078168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979146,0.00003474794,0.0001397554,0.00005821449,0.00001776834,0.001022445,0.0002554595,0.000008033274,0.0005490032],"genre_scores_gemma":[0.9920511,0.0001627923,0.001732153,0.0002404697,0.00004997497,0.003473765,0.00147887,0.000008288795,0.0008024695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169685,"threshold_uncertainty_score":0.02325755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08748813593724596,"score_gpt":0.4011040244994755,"score_spread":0.3136158885622295,"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."}}