{"id":"W4407204644","doi":"10.1016/j.ahr.2025.100221","title":"Premorbid and current intellectual performance reflects different backgrounds in patients with Parkinson's disease","year":2025,"lang":"en","type":"article","venue":"Aging and Health Research","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education, Culture, Sports, Science and Technology","keywords":"Parkinson's disease; Current (fluid); Psychology; Disease; Cognitive psychology; Neuroscience; Medicine; Internal medicine; Physics","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":[0.0005007364,0.0004687448,0.0004115194,0.0009097499,0.0004161554,0.0007429145,0.0001852909,0.0003958087,0.0009810528],"category_scores_gemma":[0.002998433,0.0001891126,0.0003638526,0.0007284006,0.0003308977,0.0005643602,0.0006043706,0.000492926,0.000271646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002803045,"about_ca_system_score_gemma":0.0002199878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055855,"about_ca_topic_score_gemma":0.0027361,"domain_scores_codex":[0.9996436,0.0000642087,0.00007690304,0.00008307513,0.00007431638,0.00005791951],"domain_scores_gemma":[0.9985344,0.0003300184,0.000716055,0.00007564971,0.0001477221,0.0001960117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009737122,0.00001637939,0.9986911,0.000004093703,0.00002432501,0.00006383082,0.00005723695,0.00003468667,0.00009548807,0.000005299551,0.00001640938,0.000893765],"study_design_scores_gemma":[0.000003416711,0.00008251513,0.9994393,0.000001770731,0.0000118333,0.000235468,0.00005310852,0.00007908023,0.00003672764,0.00001465278,0.000040203,0.000001993881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992751,0.0001737746,0.00004901519,0.00001125947,0.000002833152,0.000004730982,0.00008502286,0.000002686642,0.0003955212],"genre_scores_gemma":[0.9996473,0.00005435801,0.00004062755,0.000006311237,0.000004395612,0.000004450422,0.0001620557,8.974187e-7,0.00007957259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002055855,"threshold_uncertainty_score":0.004087806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109387320634065,"score_gpt":0.4189327331128402,"score_spread":0.3079940010494336,"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."}}