{"id":"W4236769857","doi":"10.1115/imece2002-33032","title":"Effect of Tapered Geometry on the Load Transfer of an Idealized Cemented Hip Implant","year":2002,"lang":"en","type":"article","venue":"Advances in Bioengineering","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Cement; Materials science; Polymethyl methacrylate; Bone cement; Implant; Total hip arthroplasty; Composite material; Curing (chemistry); Surgery; Medicine; Polymer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002555889,0.0001359359,0.0003115762,0.0001167597,0.00001758339,0.000002357335,0.00006929982,0.00003994942,0.0001566148],"category_scores_gemma":[0.00007723923,0.00008210774,0.00006227489,0.0002280266,0.00005270671,0.00008060202,0.000009161124,0.000129507,0.000002800526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002309608,"about_ca_system_score_gemma":0.000005295105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001134416,"about_ca_topic_score_gemma":0.000005197128,"domain_scores_codex":[0.999116,0.0000336312,0.000277825,0.0001382616,0.0002341403,0.000200142],"domain_scores_gemma":[0.9994853,0.0002116773,0.00003209712,0.0002035619,0.00001830323,0.0000490502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002734619,0.0007757721,0.01888843,0.002729028,0.0002607979,0.0003063385,0.001299921,0.008440568,0.2593846,0.001874243,0.0001326629,0.703173],"study_design_scores_gemma":[0.02452597,0.01689764,0.01772188,0.003516171,0.0002783742,0.0005738055,0.0004179339,0.05296,0.8446805,0.00002921842,0.03748851,0.0009099749],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966325,0.001881019,0.0003716962,0.00006294112,0.0002016144,0.0002893178,0.00002678676,0.00002638972,0.0005077195],"genre_scores_gemma":[0.9988953,0.0008478654,0.0001210608,0.00004434713,0.0000373428,0.00001177774,0.000006538779,0.000014519,0.00002117688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.702263,"threshold_uncertainty_score":0.3348257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011834768555723,"score_gpt":0.2588133482236698,"score_spread":0.2486950005381126,"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."}}