{"id":"W4412785241","doi":"10.1038/s41598-025-09392-2","title":"Slow dynamics of human balance control","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; International Collaboration On Repair Discoveries; University of British Columbia","funders":"Universität Konstanz","keywords":"Balance (ability); Dynamics (music); Computer science; Computational biology; Biology; Neuroscience; Psychology","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":[0.0003241174,0.0002412694,0.000218188,0.0003067369,0.0001325219,0.0005220193,0.0001126265,0.0002136312,0.001350427],"category_scores_gemma":[0.002542597,0.000167048,0.0001608287,0.0001495994,0.0003132889,0.0003341002,0.000268519,0.0002041952,0.0001665192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233908,"about_ca_system_score_gemma":0.0001894858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615886,"about_ca_topic_score_gemma":0.001541531,"domain_scores_codex":[0.9998547,0.00004396518,0.00001015809,0.00003992385,0.00003648194,0.00001475176],"domain_scores_gemma":[0.9995298,0.0002423167,0.00007122493,0.00005534232,0.00007725483,0.00002400798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002269556,0.0002697408,0.1552958,0.0007256196,0.0004988152,0.0005626223,0.001771035,0.2322277,0.3406849,0.01771244,0.001348744,0.2466331],"study_design_scores_gemma":[0.0001317356,0.0009487877,0.4369627,0.00007179,0.00009753676,0.0004623901,0.0003375004,0.5260701,0.00824944,0.02373658,0.002844142,0.00008732081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525225,0.0005399191,0.04372211,0.0001671684,0.00002057747,0.00004267681,0.000168704,0.0001212376,0.002695118],"genre_scores_gemma":[0.9980788,0.00008685386,0.001525592,0.000008561744,0.000006021704,0.00001401325,0.00003418397,0.000005980875,0.000239819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002615886,"threshold_uncertainty_score":0.00520128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464669346147374,"score_gpt":0.3498713734027593,"score_spread":0.3352246799412855,"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."}}