{"id":"W4412501562","doi":"10.1002/alz.70485","title":"Language impairment is associated with faster progression in progressive supranuclear palsy‐Richardson syndrome","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Parkinson's Clinic of Eastern Toronto & Movement Disorders Centre; Occupational Cancer Research Centre; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; University of Cambridge; National Institutes of Health; Sage Therapeutics; School of Public Health, University of California Berkeley; Parkinson's Foundation; Demensförbundet; American Academy of Neurology; Biogen; H. Lundbeck A/S; American Brain Foundation; AbbVie; National Institute on Aging; Alzheimer's Association; Sanofi; Lewy Body Dementia Association; Roche; Genentech; Association for Frontotemporal Degeneration; CurePSP; Novartis","keywords":"Progressive supranuclear palsy; Rating scale; Repeatable Battery for the Assessment of Neuropsychological Status; Psychology; Neuropsychology; Cognition; Atrophy; Medicine; Internal medicine; Audiology; Clinical psychology; Psychiatry; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006172668,0.0004168845,0.0005774369,0.0006117133,0.0002930173,0.000404112,0.0003207047,0.0003240782,0.002553604],"category_scores_gemma":[0.001816963,0.0001478997,0.0004987831,0.0004616364,0.0002846417,0.0003044954,0.0003528012,0.0004755,0.000459989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999024,"about_ca_system_score_gemma":0.0003032959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327444,"about_ca_topic_score_gemma":0.003344485,"domain_scores_codex":[0.9996442,0.00007937951,0.00005036823,0.00009694833,0.00009249322,0.00003667776],"domain_scores_gemma":[0.9981841,0.0002584444,0.001096362,0.00007814583,0.0001774128,0.0002053919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001608349,0.00008115081,0.9836732,0.0000808396,0.0001936523,0.0007064553,0.00009041932,0.0001819396,0.002075675,0.00002180829,0.0001782973,0.01110832],"study_design_scores_gemma":[0.00001541666,0.0003201865,0.9982687,0.00001166126,0.00004715338,0.0009371571,0.00003227554,0.000101664,0.0001331623,0.00003125405,0.00009767334,0.000003637192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979013,0.0008585607,0.00009350895,0.00004149518,0.00000536263,0.00001346394,0.0002481291,0.00001660818,0.000821527],"genre_scores_gemma":[0.9990915,0.0001360775,0.00009612071,0.00002256443,0.00000555051,0.000008039789,0.0003184947,0.000002652037,0.0003189409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002553604,"threshold_uncertainty_score":0.008542657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179325220666522,"score_gpt":0.2857361449721657,"score_spread":0.2739428927655005,"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."}}