{"id":"W2046864285","doi":"10.1016/j.clinbiomech.2007.10.012","title":"The effect of on-body lift assistive device on the lumbar 3D dynamic moments and EMG during asymmetric freestyle lifting","year":2008,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Toronto Metropolitan University","funders":"","keywords":"Erector spinae muscles; Lumbar; Electromyography; Trunk; Medicine; Lift (data mining); Physical medicine and rehabilitation; Anatomy; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002272191,0.0001845552,0.0004004195,0.0001271497,0.0003579989,0.00001198661,0.0001523101,0.0001842327,0.000008088306],"category_scores_gemma":[0.007884814,0.00009215445,0.0002234755,0.0005732807,0.0002490602,0.00002530447,0.0000736109,0.0004623915,0.00004311255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006386173,"about_ca_system_score_gemma":0.00003580935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000822919,"about_ca_topic_score_gemma":0.000002857808,"domain_scores_codex":[0.9978588,0.000529234,0.0006138827,0.0003521565,0.0003994393,0.0002465441],"domain_scores_gemma":[0.9925046,0.006551628,0.0002503895,0.0004695842,0.0000860525,0.0001377245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00644179,0.004949815,0.221695,0.005815799,0.003153117,0.0001560652,0.001599062,0.00002575492,0.1678699,0.003342281,0.001868893,0.5830825],"study_design_scores_gemma":[0.00498462,0.01490126,0.9520047,0.0009630906,0.000185897,0.00001447923,0.0002850466,0.01759285,0.007824914,0.0001759848,0.0007223223,0.0003447742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968772,0.0002424097,0.00008515696,0.00107979,0.0003732275,0.0007702735,0.000007282663,0.00003538888,0.0005292495],"genre_scores_gemma":[0.9988059,0.0003898051,0.0001052451,0.0002647723,0.0001059237,0.00002711455,0.000007624725,0.00002305851,0.0002705447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7303097,"threshold_uncertainty_score":0.9439428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813690276458421,"score_gpt":0.329704356343598,"score_spread":0.3115674535790138,"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."}}