{"id":"W4415570976","doi":"10.1302/1358-992x.2025.11.018","title":"A COMPARISON OF HOMOGENOUS VERSUS PHYSIOLOGICAL TRABECULAR BONE PROPERTIES IN THE FINITE ELEMENT EVALUATION OF IMPLANT PERFORMANCE","year":2025,"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":"Hand and Upper Limb Clinic","funders":"","keywords":"Finite element method; Cancellous bone; Biomechanics; Implant; Trabecular bone; Compression (physics); Fixation (population genetics)","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":[0.002992704,0.0006450788,0.000434205,0.001524538,0.0001685357,0.0006151554,0.0005782703,0.0007927276,0.0009931442],"category_scores_gemma":[0.006168612,0.0002962795,0.0003970193,0.0006778706,0.0006494741,0.0006107442,0.0005218439,0.0002078341,0.0002330096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002629203,"about_ca_system_score_gemma":0.0002620938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004950048,"about_ca_topic_score_gemma":0.0008918457,"domain_scores_codex":[0.9986666,0.0004064753,0.0001710697,0.0001377299,0.0005619334,0.0000561374],"domain_scores_gemma":[0.9976428,0.001413005,0.0003241945,0.0002598247,0.0002909452,0.00006917788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004283904,0.001058423,0.04168999,0.0006727271,0.0001685407,0.0002175916,0.0004614142,0.1118361,0.7675748,0.001507103,0.0001996778,0.07032967],"study_design_scores_gemma":[0.0003674577,0.0105584,0.1603035,0.0001558456,0.0004893865,0.001114701,0.0004903447,0.4138166,0.4076746,0.001883392,0.002943471,0.0002023617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8734205,0.001025889,0.1234432,0.00003917059,0.00002547345,0.0002995634,0.0002921667,0.00009773749,0.001356276],"genre_scores_gemma":[0.9697176,0.0002952487,0.02924006,0.00002093802,0.000008448024,0.000238783,0.0001668136,0.00003140876,0.0002807116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002992704,"threshold_uncertainty_score":0.01582712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07658151430229768,"score_gpt":0.3313566785541433,"score_spread":0.2547751642518457,"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."}}