{"id":"W2006142144","doi":"10.1016/j.clinbiomech.2011.12.015","title":"Predictive equations for lumbar spine loads in load-dependent asymmetric one- and two-handed lifting activities","year":2012,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; University of Michigan","keywords":"Sagittal plane; Asymmetry; Mathematics; Finite element method; Biomechanics; Structural engineering; Computer science; Engineering; Medicine; Physics; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002854226,0.0001542349,0.0004340686,0.0002667678,0.00007743116,0.00001661384,0.00006000546,0.0002353243,0.00001933275],"category_scores_gemma":[0.005760865,0.0001347621,0.0001670887,0.0004624137,0.00009571188,0.0001683591,0.00007158742,0.0002865572,0.00001124992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513954,"about_ca_system_score_gemma":0.0001187938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000175779,"about_ca_topic_score_gemma":0.00002069976,"domain_scores_codex":[0.9981942,0.0001503749,0.0006701152,0.0003215532,0.0003048308,0.000358954],"domain_scores_gemma":[0.9979782,0.001231353,0.0001641313,0.0002304342,0.0001336065,0.0002622669],"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":[0.001568924,0.009559758,0.04928819,0.003481674,0.0007694205,0.000004778231,0.002697832,0.00001357293,0.1497888,0.02900705,0.0003769649,0.753443],"study_design_scores_gemma":[0.0693051,0.03048555,0.5770565,0.003317966,0.002021013,0.00002811112,0.008621212,0.2356277,0.03194571,0.03351822,0.005170759,0.002902179],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039999,0.001140001,0.09023741,0.001093075,0.0009589292,0.001816868,0.00002973623,0.00008954449,0.0006345073],"genre_scores_gemma":[0.9939979,0.000212782,0.004514857,0.0003129281,0.0005519954,0.00009875669,0.00004128164,0.00002420341,0.0002453423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7505408,"threshold_uncertainty_score":0.689671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05821949887962614,"score_gpt":0.3852324217553676,"score_spread":0.3270129228757415,"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."}}