{"id":"W4200159448","doi":"10.1016/j.injury.2021.12.039","title":"To infix or not to infix an unstable pelvic injury","year":2021,"lang":"en","type":"article","venue":"Injury","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Pelvic fracture; Surgery; Pelvis","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002827944,0.0002993911,0.0005555215,0.0002527595,0.0001472278,0.00009804527,0.0002316597,0.0001749512,0.002526992],"category_scores_gemma":[0.0005734432,0.0002547598,0.0001127973,0.0009183898,0.00006293142,0.0002722023,0.0002731068,0.0003366122,0.001809485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154475,"about_ca_system_score_gemma":0.0006807702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001237724,"about_ca_topic_score_gemma":0.0001376744,"domain_scores_codex":[0.99776,0.00007348563,0.0004513025,0.0005854586,0.000520436,0.0006093105],"domain_scores_gemma":[0.9978338,0.00005509499,0.00005974944,0.0009857455,0.0003170283,0.0007486204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008616704,0.001070528,0.01345944,0.0003176074,0.0002764445,0.0010514,0.004806449,0.00002193655,0.4858595,0.002326716,0.3571323,0.125061],"study_design_scores_gemma":[0.0007572041,0.001650901,0.01888617,0.0002307357,0.0001085224,0.00009798433,0.0009244988,0.00001739939,0.267947,0.0001209117,0.7087714,0.0004872454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836341,0.0001341034,0.0002942488,0.006534043,0.0005589478,0.0004600686,0.0001613483,0.0002260057,0.007997102],"genre_scores_gemma":[0.9368991,0.00003751326,0.004555382,0.02910492,0.0007426788,0.00004716853,0.00007755859,0.0000677854,0.02846794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3516391,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02633002959381653,"score_gpt":0.3458881233227087,"score_spread":0.3195580937288922,"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."}}