{"id":"W4411413469","doi":"10.2106/jbjs.24.01249","title":"Deep Infections After Open and Closed Fractures","year":2025,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Confidence interval; Open fracture; Staphylococcus aureus; Microbiological culture; Surgery; Infection rate; Surgical site infection; Internal medicine; Orthopedic surgery; Biology","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":[0.0007435682,0.0004287241,0.0005846101,0.001357016,0.0005588514,0.0009365978,0.0004193536,0.0005623627,0.004336998],"category_scores_gemma":[0.006877811,0.0003102279,0.0004436672,0.0005674082,0.0009805948,0.0006202269,0.0009927721,0.0006161741,0.0004427856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005235838,"about_ca_system_score_gemma":0.0005949382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009490589,"about_ca_topic_score_gemma":0.0007168777,"domain_scores_codex":[0.998566,0.0002331373,0.0002527165,0.0002330302,0.0004551771,0.0002600038],"domain_scores_gemma":[0.9957758,0.001227333,0.001989114,0.0001587973,0.0003458898,0.0005030616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008240897,0.0001257221,0.9787416,0.000166069,0.00005709536,0.005707225,0.0005878684,0.00006488932,0.001275696,0.00007365957,0.0002091218,0.01216701],"study_design_scores_gemma":[0.00008535459,0.00243616,0.8767422,0.0003337811,0.0001313692,0.1137249,0.002764445,0.0002542474,0.001819598,0.0005337914,0.001136048,0.00003808065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961927,0.001935115,0.0004345443,0.000073025,0.0000248551,0.00003557105,0.0001282047,0.000009239332,0.001166797],"genre_scores_gemma":[0.9990677,0.0003786689,0.0001975221,0.00005863097,0.00003938617,0.00001272353,0.0001009204,0.000003772704,0.0001406893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004336998,"threshold_uncertainty_score":0.01450872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621640059761688,"score_gpt":0.3044564555738314,"score_spread":0.2882400549762145,"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."}}