{"id":"W4324128960","doi":"10.1007/s00590-023-03517-x","title":"The risk of infection in open distal tibial fracture: the DANGER score","year":2023,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Bone fractures and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Open fracture; Odds ratio; Diabetes mellitus; Tibia; Injury Severity Score; Internal medicine; Surgery; Emergency medicine; Poison control; Injury prevention; Orthopedic surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119272,0.0007374331,0.000867969,0.002204807,0.000464621,0.001139426,0.0006077964,0.001403829,0.002067987],"category_scores_gemma":[0.008230452,0.0004274973,0.001037388,0.001331457,0.0005802009,0.001200102,0.001487434,0.001486331,0.0003338681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004500036,"about_ca_system_score_gemma":0.0004449628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009884932,"about_ca_topic_score_gemma":0.001004152,"domain_scores_codex":[0.9985541,0.0004210782,0.0002730266,0.0001110931,0.0004727077,0.0001680131],"domain_scores_gemma":[0.9942465,0.001361801,0.002796452,0.0001358919,0.0004839007,0.0009754386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004298853,0.00004577693,0.995873,0.00003532803,0.00009718855,0.0002180127,0.00004990367,0.0001910781,0.0001544509,0.00005237407,0.0001146299,0.002738338],"study_design_scores_gemma":[0.00002821443,0.0005702473,0.9939024,0.00005520284,0.0001476478,0.002438989,0.0003700953,0.001717739,0.0001185111,0.000348115,0.0002643714,0.00003839542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959295,0.00125984,0.0004669292,0.000273376,0.00005277057,0.00001769151,0.0002366353,0.000009573279,0.001753653],"genre_scores_gemma":[0.9989597,0.0002597279,0.0003003074,0.0000309986,0.00005936995,0.0000112391,0.0001821451,0.00000226294,0.0001942845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002204807,"threshold_uncertainty_score":0.006918073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600584869594217,"score_gpt":0.2866024895129909,"score_spread":0.2505966408170487,"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."}}