{"id":"W7116941505","doi":"10.1002/alz70860_105881","title":"Dementia diagnosis inequality between high‐income countries and Brazil: how challenging the diagnosis can be","year":2025,"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; Data collection; Inequality; Diagnostic test; Cognition; Cognitive impairment; Cognitive decline; MEDLINE","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":[0.003226026,0.0003077179,0.0004678219,0.001487768,0.001598211,0.002217238,0.0006320306,0.0005262217,0.002187961],"category_scores_gemma":[0.01767898,0.0002409397,0.0004389363,0.002043137,0.001461563,0.001644851,0.002433818,0.0008291107,0.0001687626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075601,"about_ca_system_score_gemma":0.003201396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1236534,"about_ca_topic_score_gemma":0.1197102,"domain_scores_codex":[0.9975954,0.0009685059,0.0003105584,0.0002543414,0.0003929411,0.0004782829],"domain_scores_gemma":[0.9951225,0.001672464,0.001663351,0.0001519665,0.0007323789,0.0006572237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008144367,0.00006251689,0.9078684,0.000572006,0.0001343546,0.0009838331,0.02259975,0.000104933,0.000216144,0.003585811,0.004823816,0.05896701],"study_design_scores_gemma":[0.00001999291,0.00005740797,0.9425074,0.002748527,0.00008831055,0.001361549,0.04139604,0.0005200859,0.0001201761,0.00320099,0.007930668,0.00004877331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92575,0.01665985,0.001051342,0.036368,0.0002858371,0.0001127164,0.00171918,0.00003343379,0.01801971],"genre_scores_gemma":[0.9961564,0.002477903,0.0002976331,0.0006755634,0.0000411611,0.00002251415,0.0002000542,0.000004844686,0.0001238743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236534,"threshold_uncertainty_score":0.2458674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586084907796249,"score_gpt":0.3314554844941251,"score_spread":0.2955946354161626,"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."}}