{"id":"W4416827209","doi":"10.2106/jbjs.25.00921","title":"A Second Trauma: Navigating Infection After Orthopaedic Surgery","year":2025,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Orthopedic surgery; Rehabilitation; Bleed; Trauma surgery; Open fracture; Trauma center; Intensive care","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":[0.004352051,0.0009691262,0.000776155,0.001415876,0.008171156,0.009331781,0.001664697,0.003917251,0.01474715],"category_scores_gemma":[0.02315971,0.000688483,0.001126128,0.0007625152,0.002229224,0.008363107,0.007867951,0.007376513,0.003578534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529151,"about_ca_system_score_gemma":0.007210532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003840954,"about_ca_topic_score_gemma":0.01389126,"domain_scores_codex":[0.9938039,0.002752775,0.0003544586,0.000550941,0.001159277,0.001378671],"domain_scores_gemma":[0.9880247,0.002311831,0.001798854,0.0003108324,0.001804445,0.005749424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002917884,0.00156363,0.1221835,0.002035905,0.000246262,0.02834799,0.08216733,0.0005402366,0.001438709,0.008439277,0.3555949,0.3971505],"study_design_scores_gemma":[0.00008471268,0.002083721,0.03318959,0.01028083,0.0002576432,0.06810646,0.32998,0.001582296,0.000982889,0.03271631,0.5202703,0.0004651854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3259062,0.05287158,0.0232922,0.4026112,0.01884153,0.0006813433,0.0004913886,0.001570845,0.1737338],"genre_scores_gemma":[0.7715515,0.04456726,0.02768745,0.1165641,0.00792946,0.0004194898,0.0007531751,0.0005220461,0.03000543],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01474715,"threshold_uncertainty_score":0.04933411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206958558897116,"score_gpt":0.2733124098073091,"score_spread":0.2512428242183379,"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."}}