{"id":"W2004055545","doi":"10.1016/j.medengphy.2011.08.015","title":"Anisotropic bone remodeling of a biomimetic metal-on-metal hip resurfacing implant","year":2011,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; National Research Council Canada; Université de Montréal; Hôpital Maisonneuve-Rosemont; École de Technologie Supérieure","funders":"Universidad de Zaragoza; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Stress shielding; Osseointegration; Hip resurfacing; Fixation (population genetics); Metaphysis; Femoral head; Bone remodeling; Materials science; Biomedical engineering; Implant; Medicine; Orthodontics; Surgery","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":[0.0001421576,0.000190775,0.0001282348,0.0002613298,0.00008759266,0.0001719331,0.0002229718,0.0002600141,0.0006215243],"category_scores_gemma":[0.0002297101,0.0001715397,0.0002173124,0.0001160278,0.0002485671,0.0001390859,0.0001114596,0.00009835783,0.0001242679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760646,"about_ca_system_score_gemma":0.0001916704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809261,"about_ca_topic_score_gemma":0.001293589,"domain_scores_codex":[0.9999046,0.000009280341,0.000005284271,0.00001605853,0.00005152022,0.00001327329],"domain_scores_gemma":[0.9999236,0.00002397547,0.00002005538,0.00001228044,0.00001301901,0.000007077976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001215071,0.0000627292,0.001833857,0.00004490799,0.00001254191,0.0001289419,0.00003797261,0.01659395,0.9743136,0.0002997332,0.00002891938,0.006521401],"study_design_scores_gemma":[0.00006382146,0.002008441,0.05148558,0.00002533258,0.0001055644,0.001242212,0.0001448103,0.2162413,0.724986,0.0005114398,0.003137881,0.00004776087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934046,0.0001012422,0.005848978,0.000008306123,0.000007389803,0.000007632486,0.00002574454,0.00003035123,0.0005657824],"genre_scores_gemma":[0.995598,0.0000380535,0.003877187,0.000006324583,0.000001354819,0.000004663344,0.00003069666,0.000003702959,0.0004400316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006215243,"threshold_uncertainty_score":0.002079189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388017849586151,"score_gpt":0.2352466207408221,"score_spread":0.2113664422449605,"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."}}