{"id":"W4416182403","doi":"10.1159/000549500","title":"Culturally Adapted Cognitive Screening: Validation of the Jilla Moroccan Dementia Scale","year":2025,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Normative; Cognition; Culturally appropriate; Scale (ratio); Psychometrics; Test validity; Cognitive impairment; Cultural diversity","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":[0.002671292,0.0003762417,0.0003281388,0.00113584,0.0007048122,0.0003900716,0.0004762997,0.0002625528,0.001186502],"category_scores_gemma":[0.005800469,0.0001339518,0.0003813304,0.0005553418,0.0002883147,0.0002605687,0.0009751284,0.000314441,0.0003508133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007737973,"about_ca_system_score_gemma":0.001115485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106496,"about_ca_topic_score_gemma":0.02562828,"domain_scores_codex":[0.9989328,0.0003252805,0.0001704991,0.00009913611,0.0003758034,0.0000964849],"domain_scores_gemma":[0.9983333,0.0002134541,0.0003993165,0.0001110663,0.0008112401,0.0001316329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004252355,0.0005797341,0.9022826,0.0002987531,0.0001385867,0.0007762066,0.005444979,0.0003207947,0.005343882,0.0002223671,0.00263208,0.08153486],"study_design_scores_gemma":[0.00004994548,0.0003164208,0.9930679,0.0001066084,0.00003020349,0.0006954284,0.001259431,0.0003407885,0.0006453796,0.00008259858,0.003388486,0.00001673917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951357,0.0003609744,0.0006071193,0.0001459992,0.00002764261,0.0006469209,0.0007243605,0.0000161834,0.002335055],"genre_scores_gemma":[0.9911649,0.0003301936,0.005378447,0.0001456229,0.00002251141,0.001098901,0.0008638272,0.000005246221,0.0009903081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01106496,"threshold_uncertainty_score":0.02200109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007925529796015159,"score_gpt":0.2787562777270146,"score_spread":0.2708307479309994,"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."}}