{"id":"W4416148619","doi":"10.1038/s41598-025-23230-5","title":"The effect of gain adaptation on perception and posture","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"QUIET; Perception; Adaptation (eye); Motion (physics); Virtual reality; Somatosensory system; Visual feedback; Perturbation (astronomy); Balance (ability)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003187411,0.0004725429,0.0001882515,0.0001560538,0.0001156017,0.0002962888,0.000203101,0.0002852344,0.001695034],"category_scores_gemma":[0.002521402,0.0001447932,0.0002651653,0.00007204312,0.0002952571,0.0003661806,0.0006444345,0.0003881283,0.0002311071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413961,"about_ca_system_score_gemma":0.0001259384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004977488,"about_ca_topic_score_gemma":0.0006151478,"domain_scores_codex":[0.9996278,0.00008382813,0.00003148415,0.00007966489,0.0001138916,0.0000632763],"domain_scores_gemma":[0.9992037,0.0003397514,0.0001107063,0.0001699411,0.0001013851,0.00007451086],"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":[0.0005662281,0.000145331,0.003088441,0.00007354216,0.00002826512,0.0000516455,0.0001540076,0.0008335504,0.9795094,0.00009196013,0.00005315123,0.01540452],"study_design_scores_gemma":[0.0001146176,0.00872015,0.6610886,0.00005240534,0.0001699038,0.0007526888,0.0004121202,0.01307116,0.3120221,0.0009682003,0.002541255,0.00008681892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884992,0.0001391904,0.0100241,0.00003626666,0.00002538424,0.00006205847,0.00004674766,0.00009469277,0.001072452],"genre_scores_gemma":[0.9958736,0.00007504039,0.003512279,0.00003110315,0.000007065043,0.00004447811,0.00005355014,0.00001858319,0.0003842852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001695034,"threshold_uncertainty_score":0.005670488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363219658872199,"score_gpt":0.3478096760006527,"score_spread":0.3341774794119307,"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."}}