{"id":"W2031636342","doi":"10.1115/1.4025390","title":"Development of an Inertia-Driven Model of Sideways Fall for Detailed Study of Femur Fracture Mechanics","year":2013,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inertia; Fracture (geology); Fracture mechanics; Mechanics; Femur; Physics; Structural engineering; Engineering; Classical mechanics; Geology; Geotechnical engineering","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":[0.0008206686,0.0001670186,0.0006702236,0.0002554832,0.00005244482,0.000003461773,0.000299838,0.0002376317,0.000007139542],"category_scores_gemma":[0.0001551143,0.0001341737,0.0001517114,0.0001863215,0.000005984077,0.0002126805,0.0000835631,0.0003886723,0.000001090636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007764828,"about_ca_system_score_gemma":0.0001797075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001976578,"about_ca_topic_score_gemma":0.00004322579,"domain_scores_codex":[0.9974643,0.00006759404,0.001688162,0.0001383687,0.0003673687,0.0002741881],"domain_scores_gemma":[0.9977959,0.0001511961,0.001102887,0.000207618,0.0005841989,0.0001582282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009917162,0.001145891,0.00006778974,0.0005425799,0.0001811316,7.218731e-7,0.002041145,0.006542844,0.9876956,0.0003309911,0.0000365417,0.001315582],"study_design_scores_gemma":[0.004735817,0.001500269,0.004375381,0.0008030757,0.000159604,0.000003084188,0.003312776,0.970269,0.0131528,0.001307179,0.000115153,0.0002658179],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7206182,0.00003243998,0.2785396,0.00002598109,0.0001994625,0.0005588068,0.000006340007,0.00001619752,0.000002977926],"genre_scores_gemma":[0.9255745,0.00001405505,0.07422452,0.00002408897,0.00007715071,0.00003551119,0.000003902676,0.00003629554,0.000009935957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9745428,"threshold_uncertainty_score":0.5471446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645097721443157,"score_gpt":0.3224930537500273,"score_spread":0.2860420765355958,"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."}}