{"id":"W2791534773","doi":"10.1115/1.4039674","title":"Applying a Hybrid Experimental-Computational Technique to Study Elbow Joint Ligamentous Stabilizers","year":2018,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Elbow; Ligament; Biomechanics; Kinematics; Joint (building); Cadaver; Soft tissue; Computer science; Cadaveric spasm; Anatomy; Biomedical engineering; Structural engineering; Engineering; Medicine; Physics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007106792,0.0004680947,0.0003589327,0.0005261226,0.0003571405,0.0005127462,0.0006829493,0.0004637197,0.001786997],"category_scores_gemma":[0.001238365,0.0003456469,0.0003766952,0.000363944,0.0007975335,0.000455025,0.0009449683,0.0004749129,0.0001507556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793723,"about_ca_system_score_gemma":0.0006098252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009681268,"about_ca_topic_score_gemma":0.001521707,"domain_scores_codex":[0.9996244,0.00007841599,0.00003537564,0.00005700197,0.0001676919,0.00003718341],"domain_scores_gemma":[0.9993512,0.000315975,0.00009481121,0.0001529062,0.00006014424,0.00002489843],"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":[0.0002314054,0.00049716,0.004189897,0.0002037463,0.00005360488,0.0001811245,0.000208632,0.074205,0.8967667,0.003134485,0.00008985822,0.02023848],"study_design_scores_gemma":[0.00008065662,0.001871196,0.0077909,0.00003124259,0.00007692338,0.0005395323,0.0001929774,0.5671424,0.4177337,0.001747877,0.00273117,0.00006136342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6079512,0.0003009914,0.3877127,0.00009847056,0.00006577469,0.0001895071,0.0001786864,0.0003618844,0.003140766],"genre_scores_gemma":[0.8942569,0.0001618918,0.1046778,0.00002115563,0.00001359055,0.0002359641,0.00006563632,0.00002545306,0.0005416673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001786997,"threshold_uncertainty_score":0.005978107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433467093407018,"score_gpt":0.2912233344274548,"score_spread":0.2668886634933846,"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."}}