{"id":"W7117309055","doi":"10.1007/s00402-025-06152-9","title":"Early vs. late definitive fixation of pelvic ring fractures in resuscitated polytraumatized patients: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polytrauma; Orthopedic surgery; Cochrane Library; Fixation (population genetics); Randomized controlled trial; Sepsis; External fixation; Osteosynthesis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005259402,0.0001830752,0.002381223,0.0008175015,0.00004088349,0.000009103585,0.00005725151,0.00004701847,0.00002646763],"category_scores_gemma":[0.001009998,0.0001301904,0.0006127048,0.0006299025,0.0002217183,0.0000965064,0.0000471304,0.0001355771,3.156836e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004649824,"about_ca_system_score_gemma":0.00004510032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361934,"about_ca_topic_score_gemma":0.00003376101,"domain_scores_codex":[0.998126,0.0002582272,0.0009955749,0.000246626,0.0002102806,0.0001633366],"domain_scores_gemma":[0.9976081,0.00152214,0.0004501481,0.0002815779,0.00007312968,0.0000649573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001008092,0.0004446378,0.6673649,0.2499533,0.07497478,0.00003518694,0.00334947,0.000004592001,0.00005232478,0.0008701441,0.00006330974,0.001879216],"study_design_scores_gemma":[0.0008581475,0.00005461284,0.8659598,0.006507569,0.1258022,0.000001543615,0.0001076511,0.00003129524,0.0001348526,0.0004376801,0.000002577065,0.0001020187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340189,0.06349909,0.00009745963,0.0004143116,0.0000140077,0.0006700222,0.0000550438,0.00001398515,0.001217177],"genre_scores_gemma":[0.9948677,0.004282142,0.0002886654,0.0003473775,0.000002354385,0.00004337245,0.00005948497,0.000008192266,0.0001006769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434458,"threshold_uncertainty_score":0.530901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019314865216317,"score_gpt":0.275428327106706,"score_spread":0.2552351784545429,"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."}}