{"id":"W4412492874","doi":"10.2106/jbjs.cc.24.00405","title":"Open Pelvic Ring Injury Following Childbirth Treated with External Fixation: A Case Report.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; External fixation; Surgery; Hemipelvectomy; Diastasis; Pelvis; Debridement (dental); External fixator; Resuscitation","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":[0.0003490462,0.0001603705,0.0003296137,0.000139666,0.0001780558,0.000131203,0.000145381,0.00005974748,0.00003676718],"category_scores_gemma":[0.0001682168,0.0001215262,0.00008493297,0.0003744237,0.00004340446,0.0002422303,0.0001460992,0.0001715145,0.000005827378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008278646,"about_ca_system_score_gemma":0.0001131406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003053098,"about_ca_topic_score_gemma":0.00006074631,"domain_scores_codex":[0.9988111,0.0000310249,0.0002941312,0.0003435969,0.0001961585,0.0003239847],"domain_scores_gemma":[0.9992419,0.00002787983,0.0001134219,0.0004192843,0.00005718085,0.0001402717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001555266,0.0003343411,0.6411112,0.0001550594,0.0009057133,0.174263,0.0003291174,0.000006122211,0.0001989836,0.000779595,0.002248779,0.1781128],"study_design_scores_gemma":[0.005605913,0.0001147401,0.9404304,0.0004364156,0.0007182769,0.03174441,0.0002818197,0.00005964093,0.007806888,0.0001902339,0.01224473,0.0003665268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554756,0.0004096814,0.0003667457,0.0009075378,0.0001349986,0.001237604,0.000004817725,0.000106143,0.04135688],"genre_scores_gemma":[0.9763255,0.000006519962,0.0006152702,0.0005850248,0.0001087191,0.0007726793,0.00002123452,0.0000184273,0.02154659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2993192,"threshold_uncertainty_score":0.4955695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560849734927804,"score_gpt":0.2773036670327938,"score_spread":0.2616951696835157,"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."}}