{"id":"W2947625424","doi":"10.1109/tbme.2019.2917415","title":"Individual Differences in Women During Walking Affect Tibial Response to Load Carriage: The Importance of Individualized Musculoskeletal Finite-Element Models","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"U.S. Army Medical Research and Development Command; Henry M. Jackson Foundation; U.S. Department of Defense","keywords":"Carriage; Affect (linguistics); Finite element method; Physical medicine and rehabilitation; Medicine; Physical therapy; Structural engineering; Psychology; Engineering; Communication","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":[0.0008622094,0.000287123,0.0003882605,0.000462772,0.00005212233,0.00003595526,0.000397085,0.000176763,0.0002297796],"category_scores_gemma":[0.00005947538,0.0002334152,0.0001213375,0.0007568172,0.00003887278,0.0001213835,0.00001245624,0.0004617166,0.00001439672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675378,"about_ca_system_score_gemma":0.00005036358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001048423,"about_ca_topic_score_gemma":0.00001170525,"domain_scores_codex":[0.9979678,0.00006820844,0.0004689647,0.0003127778,0.00064004,0.0005422515],"domain_scores_gemma":[0.9988825,0.0005338419,0.00005222446,0.0003506407,0.0000229565,0.0001577752],"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":[0.0006771934,0.0002610266,0.0001805947,0.0006328676,0.000370608,0.00006147342,0.01316691,0.8129548,0.1506578,0.00004254414,0.00008142833,0.02091277],"study_design_scores_gemma":[0.01088658,0.002435044,0.03424845,0.00214822,0.0001818125,0.00005091434,0.003927269,0.8771366,0.0630566,0.0002974331,0.00238181,0.003249223],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962806,0.00006199134,0.1019335,0.00006834455,0.0007333946,0.0003961174,0.0003237424,0.0001820721,0.00002028788],"genre_scores_gemma":[0.9990162,0.0000378667,0.0006463507,0.00002766341,0.00003650376,0.0001650029,0.000006883084,0.00003965546,0.00002392817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027356,"threshold_uncertainty_score":0.9518397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248582652621972,"score_gpt":0.2275732033188239,"score_spread":0.2150873767926041,"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."}}