{"id":"W7117744076","doi":"10.5498/wjp.v16.i1.112073","title":"Unlocking the silent signals: Motor kinematics as a new frontier in early detection of mild cognitive impairment","year":2025,"lang":"en","type":"article","venue":"World Journal of Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuropsychology; Neuroimaging; Cognition; Cognitive impairment; Dementia; Kinematics; Normative; Gait","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":[0.000837323,0.0001482069,0.0003715194,0.0007974934,0.00006253258,0.00002965424,0.0001484738,0.00004857466,0.0002149102],"category_scores_gemma":[0.0001697008,0.0001003864,0.0002574858,0.00076452,0.00006787349,0.00009426499,0.00004699599,0.000539003,0.000008371232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102643,"about_ca_system_score_gemma":0.0008400858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102445,"about_ca_topic_score_gemma":0.0001801775,"domain_scores_codex":[0.9980608,0.0001595706,0.0007779345,0.0001342786,0.0006109445,0.0002564443],"domain_scores_gemma":[0.9988202,0.0001603299,0.0003894067,0.0001339205,0.0003423991,0.0001537257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006172745,0.002225614,0.9376137,0.0005583716,0.001345049,0.00006187606,0.001555632,0.00002542641,0.008150267,0.0003620089,0.01051948,0.03140984],"study_design_scores_gemma":[0.009271542,0.002987348,0.956389,0.005952311,0.0007667863,0.00006143486,0.004621347,0.0001701042,0.01215336,0.006465343,0.001007313,0.0001540695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980984,0.003670234,0.004090498,0.00672707,0.0009568321,0.0007228851,0.000002611875,0.000006543161,0.002839345],"genre_scores_gemma":[0.9944787,0.000127603,0.0008926133,0.0008799701,0.0002820387,0.00001060783,7.585014e-7,0.00001256983,0.003315144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03125577,"threshold_uncertainty_score":0.409364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203623356412693,"score_gpt":0.3159217853884779,"score_spread":0.303885551824351,"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."}}