{"id":"W4412518141","doi":"10.1080/23279095.2025.2533205","title":"Finger tapping and paratonia assessment in older adults with and without Mild cognitive impairment, motor-cognitive correlations","year":2025,"lang":"en","type":"article","venue":"Applied Neuropsychology Adult","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Cognitive impairment; Tapping; Finger tapping; Psychology; Cognition; Cognitive Assessment System; Audiology; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Neuroscience; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006263476,0.0003695939,0.000390873,0.001066174,0.0002224588,0.000351994,0.0001570322,0.0003017842,0.001113961],"category_scores_gemma":[0.00212246,0.0001082708,0.0002307662,0.0005070553,0.0001392251,0.00032188,0.0003978079,0.0002119234,0.0002280024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154911,"about_ca_system_score_gemma":0.0001645965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001371928,"about_ca_topic_score_gemma":0.003981838,"domain_scores_codex":[0.9996594,0.00008303882,0.00008424214,0.00006210542,0.00007509055,0.00003610919],"domain_scores_gemma":[0.9994005,0.00009400699,0.0002445979,0.00002495398,0.0001167751,0.0001191692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005594535,0.00009839135,0.9872711,0.00009001763,0.0000691079,0.0003932641,0.0002506377,0.00004624753,0.001207975,0.00002012868,0.0001710983,0.009822457],"study_design_scores_gemma":[0.000008350417,0.0004026112,0.9983546,0.00001045883,0.00001489204,0.0007366695,0.0001129289,0.00008697867,0.0001095276,0.00002072865,0.0001390391,0.000003264287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980271,0.0006900665,0.0001773566,0.00001769867,0.00000760885,0.00003938389,0.0002539605,0.000006799663,0.0007800172],"genre_scores_gemma":[0.9987035,0.0002491242,0.0003330703,0.00002289179,0.000008650506,0.00003750277,0.000267464,0.000001000143,0.0003767935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001371928,"threshold_uncertainty_score":0.003726542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007966385193146151,"score_gpt":0.3040938560543547,"score_spread":0.2961274708612086,"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."}}