{"id":"W4407083494","doi":"10.1016/j.tjpad.2024.100051","title":"Brain health clinics – An evolving clinical pathway?","year":2025,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Alzheimer’s Research UK; Rosetrees Trust; Alzheimer's Research Trust; National Institute for Health and Care Research; NIHR Bristol Biomedical Research Centre; BRACE","keywords":"Medicine; Dementia; Montreal Cognitive Assessment; Cohort; Memory clinic; Population; Medical record; Mood; Disease; Pediatrics; Physical therapy; Internal medicine; Psychiatry","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":[0.01204123,0.0001139066,0.0004878971,0.0001442794,0.00008562917,0.00001512151,0.0002123334,0.00005593085,0.000254319],"category_scores_gemma":[0.00776305,0.00008039507,0.0004642574,0.0002271954,0.000120727,0.0003882914,0.00006964439,0.0004498099,0.000006823517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003585988,"about_ca_system_score_gemma":0.002173885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000152327,"about_ca_topic_score_gemma":0.000009927217,"domain_scores_codex":[0.9944284,0.001575084,0.003233047,0.0001362222,0.000468452,0.0001587998],"domain_scores_gemma":[0.9944155,0.001643122,0.002311047,0.0004595775,0.0007831602,0.0003876576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008259905,0.00540713,0.08182362,0.0002410437,0.002483184,0.00003194259,0.0003540245,0.0001269113,0.0003007728,0.001266334,0.05025224,0.8494529],"study_design_scores_gemma":[0.008042536,0.003978874,0.9561984,0.001097317,0.005632206,0.00003880069,0.001307134,0.001924072,0.0001353824,0.01135085,0.01013947,0.0001549465],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547971,0.017526,0.02517615,0.09856834,0.002062641,0.001424987,0.00003937069,0.00003845881,0.0003669398],"genre_scores_gemma":[0.9870372,0.0006874618,0.003458788,0.008224765,0.0003925434,0.000001736541,0.00001776049,0.00001514541,0.0001645545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8743748,"threshold_uncertainty_score":0.9293657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2534742802166019,"score_gpt":0.5567924466429608,"score_spread":0.3033181664263589,"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."}}