{"id":"W4312072330","doi":"10.3389/fnagi.2022.1070093","title":"Cognitive parameters can predict change of walking performance in advanced Parkinson’s disease – Chances and limits of early rehabilitation","year":2022,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Physical medicine and rehabilitation; Cognition; Rehabilitation; Cognitive decline; Montreal Cognitive Assessment; Parkinson's disease; Effects of sleep deprivation on cognitive performance; Medicine; Physical therapy; Psychology; Disease; Dementia; Internal medicine; Cognitive impairment; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000982496,0.0006497416,0.0004880723,0.0008403919,0.0001960577,0.0005661646,0.0002152248,0.0005284098,0.0009446699],"category_scores_gemma":[0.003508483,0.000167461,0.0005364007,0.0005431849,0.0001875786,0.0003308983,0.0003417719,0.0004549443,0.0002264108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775163,"about_ca_system_score_gemma":0.0002216726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002230271,"about_ca_topic_score_gemma":0.002764898,"domain_scores_codex":[0.9997156,0.00008420776,0.0000485963,0.00004612497,0.00007160803,0.0000338046],"domain_scores_gemma":[0.9981738,0.0006594559,0.0006874352,0.00007666602,0.0002267993,0.0001758531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004429551,0.00008357008,0.9918585,0.0000251413,0.00008975189,0.00003759044,0.00003676237,0.0003528192,0.0003318093,0.000009826405,0.00006143677,0.006669642],"study_design_scores_gemma":[0.000004906803,0.0002132804,0.9984524,0.000008119879,0.00002957096,0.0001077378,0.00003099037,0.0009489417,0.00009007928,0.00004901923,0.0000612256,0.000003815584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998137,0.0005872479,0.0003888706,0.00004221116,0.000006032252,0.00001037092,0.0002219719,0.000009501403,0.0005967126],"genre_scores_gemma":[0.9992762,0.00009411766,0.0002709254,0.000009394704,0.000006348663,0.000006351781,0.0002268037,0.000001125787,0.0001087965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002230271,"threshold_uncertainty_score":0.005195975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183881513529156,"score_gpt":0.3192787944292567,"score_spread":0.2874399792939651,"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."}}