{"id":"W1979297787","doi":"10.1016/j.jbiomech.2011.03.038","title":"Comparison of different hip prosthesis shapes considering micro-level bone remodeling and stress-shielding criteria using three-dimensional design space topology optimization","year":2011,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stress shielding; Bone remodeling; Biomedical engineering; Prosthesis; Electromagnetic shielding; Finite element method; Materials science; Cancellous bone; Stress (linguistics); Computer science; Orthodontics; Structural engineering; Implant; Surgery; Engineering; Composite material; Medicine","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":[0.0007984587,0.0008569693,0.0007940075,0.0009282797,0.0002072362,0.0008859209,0.0004947654,0.0007303537,0.001399754],"category_scores_gemma":[0.002247204,0.0004209906,0.0008803395,0.0004863344,0.0002859963,0.0004358792,0.00032417,0.0002295056,0.0002222699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167554,"about_ca_system_score_gemma":0.0004826967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007138546,"about_ca_topic_score_gemma":0.001296056,"domain_scores_codex":[0.9996636,0.0001309219,0.00002163576,0.00002188384,0.0001309363,0.00003097046],"domain_scores_gemma":[0.9987066,0.0007567047,0.0001252045,0.00009731943,0.0002709869,0.00004313881],"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":[0.00036939,0.00009009642,0.001845717,0.0001429751,0.00006899222,0.00009444347,0.00005615986,0.943227,0.01462409,0.001017163,0.0002346124,0.03822947],"study_design_scores_gemma":[0.0000494389,0.000404724,0.002119363,0.00001422353,0.0000867803,0.0001204686,0.00006281114,0.9876552,0.008297404,0.0007092031,0.000452451,0.00002797283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7978161,0.0005894185,0.1919561,0.0001636556,0.00004971291,0.0001058901,0.0001955111,0.0004112711,0.008712324],"genre_scores_gemma":[0.9710242,0.0001015711,0.02812487,0.00001575537,0.000004996103,0.00004721911,0.00007395464,0.00007733855,0.0005300666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001399754,"threshold_uncertainty_score":0.00468266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1530358882033384,"score_gpt":0.3263317074211546,"score_spread":0.1732958192178162,"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."}}