{"id":"W4415299754","doi":"10.1016/j.arth.2025.10.029","title":"To Fix or Replace? A Systematic Review and Meta-Analysis on Surgical Management of Acetabular Fractures in the Elderly","year":2025,"lang":"en","type":"review","venue":"The Journal of Arthroplasty","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Acetabulum; MEDLINE; Function (biology); Arthroplasty; Total hip arthroplasty","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":[0.004335129,0.000380775,0.007587857,0.0004097171,0.0000625566,0.00002380884,0.0003880283,0.0001050462,0.0003274715],"category_scores_gemma":[0.000359784,0.0001231922,0.001901143,0.001129972,0.00008565096,0.00003823406,0.00009703929,0.0006340409,0.000008302872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003442512,"about_ca_system_score_gemma":0.0001393072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003165607,"about_ca_topic_score_gemma":0.00001428455,"domain_scores_codex":[0.995616,0.001417392,0.001831141,0.0001928747,0.0007549172,0.0001876806],"domain_scores_gemma":[0.9963609,0.001195083,0.001363997,0.0008774098,0.0001216509,0.00008094602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001993143,0.0001491208,0.00000112468,0.8566171,0.1331932,0.0005253916,0.0002156001,0.000008488367,1.214099e-8,0.00009128886,0.00341021,0.005589159],"study_design_scores_gemma":[0.0002457497,0.0005101303,0.00000601937,0.1284344,0.73128,0.0008070543,0.0001862604,2.149717e-7,2.692156e-7,0.000007033801,0.1384255,0.00009736342],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003965356,0.9946482,0.00004049538,0.002744003,0.00003203701,0.002230725,0.00002389687,0.000003285546,0.0002377362],"genre_scores_gemma":[0.0002846115,0.9967996,0.0001292087,0.0007706742,0.00002962664,0.00004935319,0.000003771041,0.00001312402,0.001919958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7281827,"threshold_uncertainty_score":0.5186907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691137155201273,"score_gpt":0.3817828075840134,"score_spread":0.3348714360320006,"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."}}