{"id":"W4416450140","doi":"10.22454/fammed.2025.281930","title":"The Neuropsychology of Dementia: A Clinician’s Manual","year":2025,"lang":"en","type":"article","venue":"Family Medicine","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuropsychology; MEDLINE; Clinical neuropsychology; Neuropsychological assessment","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":[0.001640452,0.002348693,0.00193725,0.004657868,0.001335972,0.002994083,0.003035038,0.003193377,0.05855418],"category_scores_gemma":[0.007039403,0.001289932,0.001007659,0.003657738,0.001547383,0.004804686,0.002322237,0.006637214,0.07984088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793688,"about_ca_system_score_gemma":0.005452749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004301587,"about_ca_topic_score_gemma":0.008720535,"domain_scores_codex":[0.9982069,0.0003154212,0.0002914094,0.0001634278,0.000905073,0.0001177376],"domain_scores_gemma":[0.9958028,0.001312048,0.0002701361,0.0002193252,0.002026687,0.0003688817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001368398,0.00005135844,0.0001101165,0.0002579128,0.00000273992,0.0002040683,0.0001314492,0.00006886691,0.0001432647,0.001456178,0.9058985,0.09166183],"study_design_scores_gemma":[0.00001913402,0.00002217203,0.0007102721,0.0008659621,0.000003012207,0.002020856,0.0001055608,0.00008337011,0.00003718744,0.003012634,0.9931,0.00001972066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001876693,0.3223221,0.02883424,0.0938552,0.04770116,0.004610285,0.01240886,0.007987547,0.4804039],"genre_scores_gemma":[0.01007229,0.2179486,0.09184963,0.1085617,0.01656752,0.007459957,0.01630354,0.002199316,0.5290374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05855418,"threshold_uncertainty_score":0.1958832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714176992992093,"score_gpt":0.4197375394278618,"score_spread":0.3825957694979409,"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."}}