{"id":"W4414273260","doi":"10.1101/2025.09.16.676299","title":"Fine Motor Serious Game Training Improves Gait in Parkinson’s Disease: A Pilot Study","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Research on Brain Language and Music; International Laboratory for Brain, Music and Sound Research","funders":"Institut Universitaire de France","keywords":"Cadence; Gait; Randomized controlled trial; Telerehabilitation; Gross motor skill; Gait training; Video game; Training (meteorology)","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":[0.0004408546,0.0009111975,0.001194926,0.0003876012,0.0003919715,0.0002958203,0.0004548138,0.0007871426,0.002371609],"category_scores_gemma":[0.0004056132,0.0001935476,0.0007926996,0.0002125839,0.0003316664,0.0002622168,0.0003906091,0.000705732,0.0002587588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511743,"about_ca_system_score_gemma":0.0004286506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001525635,"about_ca_topic_score_gemma":0.002424808,"domain_scores_codex":[0.9998264,0.00005538599,0.00001809789,0.00003364203,0.00002069761,0.00004572725],"domain_scores_gemma":[0.99976,0.00004858223,0.00002065609,0.00001889638,0.00003689437,0.0001150025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1261696,0.6128839,0.01128731,0.003431624,0.001186656,0.001827253,0.0008993644,0.001080681,0.09837992,0.0001845248,0.001063299,0.1416058],"study_design_scores_gemma":[0.0168595,0.929188,0.04528727,0.000116355,0.0004519151,0.0003256933,0.0002635499,0.0009194088,0.005320001,0.0000910374,0.001154114,0.0000232163],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978211,0.0005421518,0.0003019921,0.00004189582,0.00003064684,0.0008255545,0.00009507354,0.00001846776,0.0003230166],"genre_scores_gemma":[0.9950598,0.0009545628,0.001205716,0.0001184496,0.00004973113,0.001206644,0.0002524638,0.000004098376,0.001148482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002371609,"threshold_uncertainty_score":0.007933795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207606556149719,"score_gpt":0.2556322012842977,"score_spread":0.2335561357228005,"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."}}