{"id":"W2902289079","doi":"10.1115/1.4042172","title":"The Effect of Inhomogeneous Trabecular Stiffness Relationship Selection on Finite Element Outcomes for Shoulder Arthroplasty","year":2018,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"","keywords":"Stiffness; Trabecular bone; Arthroplasty; Humerus; Biomechanics; Orthodontics; Orthopedic surgery; Finite element method; von Mises yield criterion; Medicine; Materials science; Anatomy; Surgery; Structural engineering; Internal medicine; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00492955,0.0004085476,0.0003978904,0.0005120201,0.0002407163,0.0005206771,0.0003015777,0.0004541049,0.0007361717],"category_scores_gemma":[0.02960512,0.0002675659,0.0004027128,0.0004248627,0.0003325859,0.0003200843,0.0004950513,0.0003279868,0.0001785174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700586,"about_ca_system_score_gemma":0.0003017083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008246916,"about_ca_topic_score_gemma":0.001790513,"domain_scores_codex":[0.9966684,0.001906042,0.0004138666,0.0002893299,0.0006290042,0.00009346809],"domain_scores_gemma":[0.9677864,0.02594335,0.002535595,0.002482553,0.001037219,0.0002149742],"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":[0.005530233,0.0007795499,0.3055649,0.0002695681,0.000533453,0.0003932445,0.0005400621,0.5004505,0.09201392,0.0006022516,0.0004506643,0.09287164],"study_design_scores_gemma":[0.0001195812,0.003364798,0.3744882,0.00007530134,0.0003533813,0.0006447103,0.0002341371,0.5736033,0.04495949,0.0009752403,0.001083121,0.00009885599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609944,0.0001736893,0.03789728,0.00004472551,0.00001299409,0.00003335311,0.0001293349,0.000149646,0.0005645021],"genre_scores_gemma":[0.99648,0.00001963836,0.003249585,0.00001317121,0.00000283034,0.00001670917,0.00007376332,0.00004509362,0.00009916015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00492955,"threshold_uncertainty_score":0.0260703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01877336471002866,"score_gpt":0.3010165739623635,"score_spread":0.2822432092523349,"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."}}