{"id":"W4408561864","doi":"10.1097/md.0000000000041856","title":"Impact of seat height and grab bars on postural stability and muscle activity of older females standing from a toilet","year":2025,"lang":"en","type":"article","venue":"Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Biceps; Centre of pressure; Biceps femoris muscle; Electromyography; Vastus medialis; Physical medicine and rehabilitation; Center of pressure (fluid mechanics); Toilet; Forefoot; Physical therapy; Surgery; 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":[0.0001752113,0.0003531367,0.0001934436,0.0002419738,0.0001913893,0.0002130199,0.0001080317,0.0002209025,0.002765738],"category_scores_gemma":[0.0006842656,0.00009012521,0.0001676305,0.00009541792,0.0001282412,0.0001506369,0.0003153545,0.0001443303,0.0003931074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009962499,"about_ca_system_score_gemma":0.00008545319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992764,"about_ca_topic_score_gemma":0.004697032,"domain_scores_codex":[0.9998939,0.00002025067,0.000008921828,0.00001726774,0.00003087361,0.00002878862],"domain_scores_gemma":[0.9996653,0.00005118699,0.000101828,0.00001412035,0.00004592444,0.0001218208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001357021,0.0002749705,0.9553605,0.00005481999,0.00008244813,0.0006044536,0.0004850045,0.0001198681,0.02389173,0.000007747409,0.0001943764,0.01756696],"study_design_scores_gemma":[0.000004468241,0.0006156011,0.998664,0.000003201816,0.00001136936,0.0001659768,0.0001776556,0.00004484243,0.0002487385,0.000002286003,0.00006019024,0.000001658684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997597,0.00003244184,0.00002077488,0.000007173351,0.000002224777,0.00000242528,0.00004081992,0.000001477615,0.0001328841],"genre_scores_gemma":[0.9997016,0.00003023817,0.00003457084,0.00001003015,0.000005052679,0.000003674503,0.00006318063,7.810401e-7,0.0001510024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002765738,"threshold_uncertainty_score":0.00925231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04356811212756347,"score_gpt":0.4032641697373696,"score_spread":0.3596960576098061,"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."}}