{"id":"W4385281790","doi":"10.1302/1358-992x.2023.8.077","title":"BIOMECHANICAL TESTING OF SHORT AND STANDARD LENGTH EXETER<sup>®</sup> FEMORAL STEMS USED IN TOTAL HIP ARTHROPLASTY","year":2023,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Cement; Femur; Displacement (psychology); Implant; Arthroplasty; Orthodontics; Materials science; Dentistry; Surgery; Biomedical engineering; Medicine; Composite material","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001088986,0.0004081511,0.0008771113,0.00064405,0.0001445728,0.00005756826,0.0000975098,0.0002532148,0.00009042027],"category_scores_gemma":[0.0006532057,0.0003519926,0.000151421,0.00145372,0.0003244806,0.0003256231,0.0002355349,0.0005374163,0.00002634356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006506989,"about_ca_system_score_gemma":0.000210367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000289931,"about_ca_topic_score_gemma":0.000007179687,"domain_scores_codex":[0.9966346,0.00002252882,0.0008752,0.0007253624,0.0008918043,0.0008505177],"domain_scores_gemma":[0.9988298,0.0001796593,0.0001684551,0.0001869145,0.0002175983,0.0004176135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005133341,0.0001553178,0.8841867,0.0006349801,0.00008419198,0.000343826,0.001106002,0.000007307578,0.009650987,0.000242479,0.001005697,0.1020692],"study_design_scores_gemma":[0.02859883,0.01420122,0.824374,0.006389639,0.0007993494,0.008016448,0.01527847,0.06790811,0.0090915,0.0004702651,0.021846,0.003026199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974017,0.0001536745,0.00003695517,0.0003584531,0.0002352921,0.0006992563,0.00007896703,0.0003248736,0.0007108476],"genre_scores_gemma":[0.9980534,0.0001159966,0.0008939308,0.0001027602,0.0003674438,0.0000429037,0.00003628143,0.00007435103,0.000312977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09904297,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437470152562898,"score_gpt":0.2715704952973526,"score_spread":0.2371957937717236,"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."}}