{"id":"W2026253615","doi":"10.5301/jabfm.2012.9266","title":"The Effect of Stem Curvature on Torsional Stability of a Generalized Cemented Joint Replacement System","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Biomaterials & Functional Materials","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Curvature; Implant; Materials science; Torque; Initial stability; Orthodontics; Mathematics; Surgery; Geometry; Medicine; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004159292,0.0002732329,0.001071866,0.0001248141,0.000131106,0.00002989204,0.00009360107,0.0001377902,0.0007832992],"category_scores_gemma":[0.00005650551,0.0001390454,0.0002148749,0.00009938229,0.0001352264,0.00006304587,0.00006526845,0.00006207942,0.00001324648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393858,"about_ca_system_score_gemma":0.0001008388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005583242,"about_ca_topic_score_gemma":1.496749e-7,"domain_scores_codex":[0.9964519,0.0003140285,0.001786279,0.0001678142,0.0009612711,0.0003187786],"domain_scores_gemma":[0.9972173,0.0002475216,0.001821123,0.0002970073,0.0002494937,0.0001675763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03619015,0.0002183091,0.001538694,0.0006644486,0.0004608758,0.000003717584,0.00005454592,0.000002993434,0.9578798,0.001564027,0.001212196,0.0002101741],"study_design_scores_gemma":[0.004147357,0.002676797,0.02009562,0.0003806503,0.0002665994,0.0002380765,0.0001480234,6.642421e-7,0.9698994,0.000008270918,0.002030529,0.0001079693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934356,0.000139606,0.00001802567,0.0001020109,0.00517574,0.0007142229,0.0002389413,0.00001728437,0.0001585934],"genre_scores_gemma":[0.9986281,0.00001823721,0.0001681254,0.00004403003,0.001038521,0.00002721057,0.00003442977,0.00002360182,0.00001771039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0320428,"threshold_uncertainty_score":0.8576577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049761023968164,"score_gpt":0.2411040493652659,"score_spread":0.2206064391255843,"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."}}