{"id":"W2378092401","doi":"","title":"OPTIMISATION OF HIP STEM SHAPE AND MATERIAL PROPERTIES TO MINIMISE BONE RESORPTION AND HEAD DISPLACEMENT","year":2016,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery-british Volume","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Stress shielding; Materials science; Biomedical engineering; Stiffness; von Mises yield criterion; Hip resurfacing; Femur; Finite element method; Composite material; Structural engineering; Implant; Engineering; Surgery; Medicine","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":[0.0006731838,0.0009568864,0.0004677909,0.0007147119,0.0001634212,0.0006542716,0.0006268925,0.0007895706,0.002339708],"category_scores_gemma":[0.0008677817,0.0003585812,0.0005117069,0.0003889422,0.0003041884,0.0003511872,0.0004526009,0.0002789555,0.000604957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004106813,"about_ca_system_score_gemma":0.0005808693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005583597,"about_ca_topic_score_gemma":0.001040558,"domain_scores_codex":[0.9997706,0.00003265227,0.00001406504,0.00003998717,0.000105289,0.00003751313],"domain_scores_gemma":[0.9997255,0.00009781698,0.00007623919,0.00002565451,0.00006173237,0.00001302662],"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":[0.0001778749,0.0002046303,0.006028008,0.001271786,0.00008127081,0.0002385604,0.0001171811,0.7323752,0.1872531,0.001350311,0.0009167396,0.06998537],"study_design_scores_gemma":[0.0001016959,0.001377151,0.01327607,0.000178455,0.0001896338,0.0006247078,0.0001636827,0.8185411,0.152046,0.001699169,0.01172621,0.00007615741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7489951,0.004003175,0.2336274,0.0002231829,0.00006526853,0.0003363928,0.0009181951,0.0008098932,0.01102136],"genre_scores_gemma":[0.9209649,0.0006808006,0.07648775,0.00003967882,0.000008414401,0.0002016058,0.0002916472,0.0001453686,0.001179742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339708,"threshold_uncertainty_score":0.007827163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249246532599055,"score_gpt":0.2307907825665232,"score_spread":0.1982983172405326,"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."}}