{"id":"W3207622999","doi":"10.1016/j.jbiomech.2021.110788","title":"The effect of handrail cross-sectional design and age on applied handrail forces during reach-to-grasp balance reactions","year":2021,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University of British Columbia, Okanagan Campus; University of British Columbia; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Balance (ability); Poison control; Impact; Perturbation (astronomy); Physical medicine and rehabilitation; Simulation; Mechanics; Computer science; Medicine; Physics; Structural engineering; Engineering","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":[0.00193194,0.0005273055,0.0004395866,0.0005196951,0.0002529718,0.0006064096,0.0002690204,0.0005019651,0.00379571],"category_scores_gemma":[0.004808404,0.0004596064,0.0004232974,0.0002421982,0.0003900744,0.0004443749,0.0003875657,0.0004003839,0.0004026648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001915242,"about_ca_system_score_gemma":0.0002946873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141874,"about_ca_topic_score_gemma":0.001499957,"domain_scores_codex":[0.9991575,0.0002802618,0.0001171967,0.0001735973,0.0001052691,0.000166137],"domain_scores_gemma":[0.9947159,0.002662544,0.001087693,0.0003728847,0.0004950492,0.0006659173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06199097,0.002625556,0.7866101,0.0001593222,0.0004348394,0.0006085535,0.001054052,0.0004868163,0.1289881,0.0001729012,0.0001768072,0.01669192],"study_design_scores_gemma":[0.00005374521,0.005825673,0.9874716,0.000009156194,0.0001232721,0.0002407423,0.000230533,0.0004973586,0.005329529,0.00003627677,0.000170488,0.00001175161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991078,0.0001326112,0.0004487156,0.00001021315,0.00001255295,0.00001176776,0.00008230074,0.000005698884,0.0001884368],"genre_scores_gemma":[0.9990089,0.00003840005,0.0002345185,0.00001396814,0.000007736511,0.00002418556,0.0000692164,0.000008237217,0.0005948135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00379571,"threshold_uncertainty_score":0.01269794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457021526255279,"score_gpt":0.3446845859384857,"score_spread":0.3201143706759329,"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."}}