{"id":"W2153503090","doi":"10.1016/j.jelekin.2013.11.001","title":"Corrective sitting strategies: An examination of muscle activity and spine loading","year":2013,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sitting; Lumbar; Medicine; Kinematics; Lumbar spine; Physical medicine and rehabilitation; Erector spinae muscles; Thoracic spine; Biceps; Physical therapy; Biomechanics; Anatomy; Surgery; Physics","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":[0.0004195537,0.00008616593,0.0003443944,0.0003147387,0.00004195282,0.000009486959,0.00002556843,0.00008501812,0.00001190956],"category_scores_gemma":[0.0001245172,0.00006003836,0.00008363806,0.0002081143,0.0001326528,0.0003016232,0.000007273733,0.00017047,8.258944e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009531112,"about_ca_system_score_gemma":0.00003354294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001911313,"about_ca_topic_score_gemma":0.000002165657,"domain_scores_codex":[0.9992606,0.0001789979,0.0002627766,0.0001071598,0.00007371743,0.0001167731],"domain_scores_gemma":[0.9991881,0.0001758084,0.0002859402,0.00005796173,0.0002131944,0.00007904876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000054154,0.0001253268,0.004090571,0.0003712854,0.00005621904,0.000001364869,0.0005192505,8.969445e-7,0.7076361,0.0002888886,0.000002548525,0.2868533],"study_design_scores_gemma":[0.0005779345,0.00500521,0.9900516,0.0001520506,0.00006053621,0.00005166842,0.001105275,0.0001395784,0.001351682,0.001433299,0.00001382508,0.00005737942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947987,0.004184088,0.0005980515,0.00007544806,0.00004249112,0.0001630762,1.703122e-7,0.000005322786,0.0001327052],"genre_scores_gemma":[0.996259,0.002766426,0.0008728765,0.00002360335,0.00006650794,0.000002930701,9.666077e-7,0.000005282421,0.000002455328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.985961,"threshold_uncertainty_score":0.2448293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007890629972394519,"score_gpt":0.2625150508772269,"score_spread":0.2546244209048324,"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."}}