{"id":"W2125587992","doi":"10.1016/j.jelekin.2007.06.013","title":"Effect of prolonged walking with backpack loads on trunk muscle activity and fatigue in children","year":2007,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Backpack; Electromyography; Muscle fatigue; Medicine; Treadmill; Physical medicine and rehabilitation; Trunk; Physical therapy; Anatomy; Biology","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":[0.0004835955,0.0005677934,0.0008102452,0.0004046404,0.0005148501,0.000277712,0.0002778479,0.0006104509,0.001334014],"category_scores_gemma":[0.0021881,0.0003032367,0.0008620124,0.0004174093,0.0005302072,0.0003324474,0.0006123678,0.0007854361,0.0001925035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003333728,"about_ca_system_score_gemma":0.0004450798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009058131,"about_ca_topic_score_gemma":0.01148829,"domain_scores_codex":[0.9996594,0.00006063586,0.00004442244,0.00005996396,0.00004264647,0.0001328652],"domain_scores_gemma":[0.9989719,0.0002990359,0.0001542102,0.00004104795,0.000075787,0.000457976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07392205,0.01265702,0.8097035,0.001110745,0.001227195,0.005668852,0.003707573,0.001760138,0.03491811,0.0001568077,0.0008949544,0.05427293],"study_design_scores_gemma":[0.0002176556,0.01558125,0.9810829,0.00003748147,0.0001594267,0.0005592131,0.0005549798,0.000185164,0.001262483,0.00002156057,0.0003242064,0.00001372742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997129,0.0001260136,0.00001420046,0.00001347148,0.000005716476,0.000003873783,0.00005046021,0.000002002756,0.00007127957],"genre_scores_gemma":[0.9994881,0.0001108712,0.00007009878,0.00001293555,0.000008266246,0.00001474357,0.00008211094,0.000002473589,0.0002103823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009058131,"threshold_uncertainty_score":0.0180108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258901346787569,"score_gpt":0.3667305099961627,"score_spread":0.3541414965282871,"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."}}