{"id":"W4415310184","doi":"10.46298/mbj.16155","title":"Contact stress in dysplastic hips before and after periacetabular osteotomy","year":2025,"lang":"en","type":"article","venue":"Multidisciplinary Biomechanics Journal","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Stress (linguistics); Osteotomy; Contact mechanics; Deformation (meteorology); Biomechanics","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":[0.0001987725,0.0002377073,0.000385062,0.0005014408,0.0001846927,0.00006241555,0.00008298284,0.0001466421,0.000125441],"category_scores_gemma":[0.0000325264,0.0001843267,0.00009949103,0.000331908,0.0000376052,0.0001320898,0.0001486042,0.000383911,0.0000147034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565911,"about_ca_system_score_gemma":0.0001230753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300948,"about_ca_topic_score_gemma":0.0001422804,"domain_scores_codex":[0.9987009,0.00005504153,0.000377924,0.0002943633,0.0002058298,0.000365947],"domain_scores_gemma":[0.999409,0.00003504531,0.00008315289,0.0001971638,0.00007231945,0.0002033234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002499583,0.001886658,0.9425413,0.0004594284,0.000496778,0.005632059,0.002870924,0.000005571554,0.01488973,0.0005966756,0.00006034501,0.02806096],"study_design_scores_gemma":[0.03152138,0.003873707,0.9124755,0.003454884,0.000845447,0.002266961,0.005117875,0.02366898,0.005318487,0.009789153,0.0008993106,0.0007683173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995465,0.001573335,0.0007050236,0.001125633,0.0004163596,0.0004753974,0.0000295069,0.00002134107,0.0001884164],"genre_scores_gemma":[0.9983692,0.0001996862,0.0007685729,0.00005806099,0.00005767768,0.00003974202,0.00001950314,0.00002245628,0.0004651529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03006578,"threshold_uncertainty_score":0.7516624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008757749056512235,"score_gpt":0.2779196351907268,"score_spread":0.2691618861342145,"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."}}