{"id":"W4416500257","doi":"10.1302/1358-992x.2025.14.039","title":"OPERATIVE FIXATION OF SEVERE PELVIC RING FRACTURES: A 30-YEAR REVIEW DETAILING ORTHOPAEDIC AND NON-ORTHOPAEDIC SEQUELAE","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Pulmonary embolism; Deep vein; Pelvic fracture; Sacroiliac joint; Internal fixation; Fixation (population genetics); Pelvic pain; Thrombosis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001131683,0.000523412,0.001146001,0.0004658562,0.0002988683,0.00006639531,0.0002199904,0.0002983613,0.0003197701],"category_scores_gemma":[0.001554355,0.0004452392,0.000365203,0.00107626,0.0003715551,0.0005267552,0.0002370241,0.0007946588,0.00002703578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152068,"about_ca_system_score_gemma":0.0005662331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002968906,"about_ca_topic_score_gemma":0.00001016091,"domain_scores_codex":[0.9967942,0.00003529738,0.001039264,0.0008046085,0.0007520369,0.0005746465],"domain_scores_gemma":[0.9979953,0.0001239344,0.0004800445,0.0003182166,0.0007846977,0.0002978609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009004461,0.0004515121,0.8582426,0.04050673,0.00111485,0.0001318528,0.003879013,0.000007062143,0.01847935,0.003776114,0.01908785,0.05342261],"study_design_scores_gemma":[0.03634057,0.003568821,0.5361272,0.1914633,0.01064664,0.001850228,0.01223647,0.002728504,0.02185049,0.003276152,0.1751762,0.004735351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9112862,0.04824989,0.000560683,0.003264722,0.000295206,0.002055517,0.00002728476,0.0002467078,0.03401376],"genre_scores_gemma":[0.97454,0.01760643,0.001712321,0.003267531,0.0002708891,0.000121584,0.0000543872,0.00005799443,0.002368853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3221154,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008566130172708866,"score_gpt":0.2901034486395132,"score_spread":0.2815373184668044,"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."}}