{"id":"W7001075519","doi":"","title":"Influence of cartilage constitutive models on finite element evaluation of periacetabular osteotomy outcomes","year":2025,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Finite element method; Cartilage; Osteotomy; Biomechanics; Constitutive equation","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":[0.002035797,0.0005823516,0.0005936145,0.0008537271,0.000197728,0.001386585,0.0005756867,0.001413487,0.001699932],"category_scores_gemma":[0.01561882,0.0003287472,0.0005719349,0.0005547051,0.0005731816,0.0006233125,0.000432958,0.0004794855,0.0004368905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004850599,"about_ca_system_score_gemma":0.0008558905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020062,"about_ca_topic_score_gemma":0.003572449,"domain_scores_codex":[0.9990963,0.000366354,0.00008042721,0.00007577302,0.0003063889,0.00007476272],"domain_scores_gemma":[0.9923145,0.005914154,0.0005342539,0.0003641591,0.0007446212,0.0001282992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001201377,0.000528666,0.03250033,0.0002970509,0.0001053203,0.0001667047,0.0002090427,0.8910212,0.02641799,0.001135824,0.000492226,0.04592428],"study_design_scores_gemma":[0.00003474501,0.0003573886,0.0130928,0.00008406053,0.00009372256,0.0001991336,0.0002481894,0.970901,0.0139635,0.0005813019,0.0004116504,0.00003247406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561033,0.0006080024,0.03948007,0.0002251848,0.00005760705,0.00004800418,0.0004187828,0.0002265496,0.002832678],"genre_scores_gemma":[0.9958857,0.0001150425,0.003336513,0.00002484166,0.000005459613,0.00002135172,0.0001454235,0.00006278797,0.0004029546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003020062,"threshold_uncertainty_score":0.01076645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871672380793575,"score_gpt":0.2965682263541161,"score_spread":0.2678515025461803,"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."}}