{"id":"W4281977821","doi":"10.3389/fbioe.2022.852201","title":"Biomechanical Properties of Paraspinal Muscles Influence Spinal Loading—A Musculoskeletal Simulation Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; International Collaboration On Repair Discoveries; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sarcomere; Stiffness; Anatomy; Biomedical engineering; Muscle stiffness; Biomechanics; Materials science; Medicine; Physical medicine and rehabilitation; Myocyte","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":[0.0002499414,0.0004019936,0.0003919459,0.0003350804,0.0001563968,0.0003163947,0.0004253091,0.0006192143,0.001356],"category_scores_gemma":[0.0007895029,0.0001866713,0.0005649102,0.0002131416,0.0002304685,0.000222179,0.0003758229,0.0002720814,0.0001564185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807194,"about_ca_system_score_gemma":0.0003160802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883748,"about_ca_topic_score_gemma":0.003022627,"domain_scores_codex":[0.9998894,0.00003288391,0.00001039932,0.00002186494,0.00002358383,0.00002190967],"domain_scores_gemma":[0.9996052,0.0002324901,0.00004789512,0.0000338571,0.00005158207,0.000028919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004301433,0.0003876793,0.01335165,0.0002661155,0.00009580342,0.0004136731,0.0002023128,0.9162191,0.0554902,0.000790716,0.0003456685,0.01200706],"study_design_scores_gemma":[0.00004255744,0.0004763708,0.009941637,0.00002506014,0.00004560042,0.00008108473,0.00006368152,0.9844142,0.004112008,0.0002316637,0.0005490489,0.00001703055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900185,0.0001604263,0.007846013,0.00006688369,0.00001181048,0.0000355763,0.0002639301,0.00005854984,0.001538304],"genre_scores_gemma":[0.9970282,0.0001373875,0.002169894,0.00002124196,0.000005189032,0.00004159712,0.0001567812,0.000009883708,0.0004297435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004883748,"threshold_uncertainty_score":0.00971061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108958236293838,"score_gpt":0.2595456705224063,"score_spread":0.2486498468930225,"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."}}