{"id":"W4406285119","doi":"10.12968/jowc.2022.0095","title":"Effects of adjuvant hyperbaric oxygen therapy and real-time fluorescent imaging on deep sternal wound infection: a retrospective study","year":2025,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Surgical site infection prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteomyelitis; Surgery; Debridement (dental); Retrospective cohort study; Negative-pressure wound therapy; Complication; Antibiotics; Wound care; Hyperbaric oxygen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583223,0.0001641781,0.000500256,0.0003388521,0.00008995375,0.00004165693,0.00005573792,0.00006464992,0.0001218567],"category_scores_gemma":[0.0001268667,0.0001239746,0.0002067313,0.0003360537,0.00004967575,0.0001269242,0.00003402743,0.0003582437,0.000003527744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005133604,"about_ca_system_score_gemma":0.00008851859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001142523,"about_ca_topic_score_gemma":0.00001144753,"domain_scores_codex":[0.9985269,0.0001919564,0.0004812207,0.0001862678,0.0004682002,0.0001454197],"domain_scores_gemma":[0.9986888,0.0001393188,0.000347395,0.000151764,0.0005702343,0.000102554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001729411,0.001090123,0.9099365,0.0002167714,0.0005826538,0.0002461546,0.001466308,0.00001464994,0.02090283,0.00003876618,0.00008216425,0.06369361],"study_design_scores_gemma":[0.006109885,0.002674764,0.9856411,0.0005680557,0.0003131776,0.0001835629,0.0005639893,0.00002434328,0.003220362,0.0001612532,0.0004479158,0.00009159366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951474,0.002014934,0.0001198316,0.0001269057,0.0005321013,0.0006635214,9.579182e-7,0.00001957234,0.001374756],"genre_scores_gemma":[0.9988596,0.0005767714,0.00005013444,0.0001069358,0.000219025,0.00000835529,0.000001198003,0.0000143826,0.0001635501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07570454,"threshold_uncertainty_score":0.5055537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006113650401976928,"score_gpt":0.2718889389032844,"score_spread":0.2657752885013074,"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."}}