{"id":"W2960618850","doi":"10.1002/hed.25856","title":"Systematic review of international guidelines for perioperative antibiotic prophylaxis in Head &amp; Neck Surgery. A YO‐IFOS Head &amp; Neck Study Group Position Paper","year":2019,"lang":"en","type":"review","venue":"Head & Neck","topic":"Surgical site infection prevention","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Tata Memorial Centre; Chinese University of Hong Kong; University of Hong Kong","keywords":"Medicine; Antibiotic prophylaxis; Perioperative; Antibiotics; Head and neck; Surgery; Incidence (geometry); Head and neck cancer; Antibiotic resistance; Antimicrobial; General surgery; Radiation therapy","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":[],"category_scores_codex":[0.002923153,0.0009702939,0.007057382,0.0008074751,0.0001026303,0.00008555891,0.0003369969,0.0005258515,0.001266741],"category_scores_gemma":[0.004524659,0.0007243183,0.002113079,0.001198893,0.00007351524,0.0003665224,0.0001445583,0.000710507,0.0005726964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008572211,"about_ca_system_score_gemma":0.0005094877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003418571,"about_ca_topic_score_gemma":0.0006208473,"domain_scores_codex":[0.9906788,0.001340935,0.005079911,0.001189574,0.001149243,0.0005615641],"domain_scores_gemma":[0.9940423,0.0009590684,0.001839792,0.001233295,0.001707943,0.0002175658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001624223,0.002085634,0.001175818,0.9536451,0.0008923198,0.00003007906,0.000138441,0.0000017717,0.00001662513,0.00004846145,0.001163471,0.04063989],"study_design_scores_gemma":[0.001511574,0.000773519,0.0007624653,0.6968338,0.00222096,0.0003975954,0.00003102257,0.0000133665,7.244287e-7,0.000006224008,0.2969382,0.0005105853],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00768077,0.9666519,0.000158208,0.000501902,0.00131882,0.02311357,0.0001505309,0.000113543,0.0003108295],"genre_scores_gemma":[0.0008989828,0.9900631,0.000958999,0.0008207257,0.0005036909,0.001654007,0.002611401,0.0001718795,0.00231719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2957747,"threshold_uncertainty_score":0.9996462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470533864741126,"score_gpt":0.4424980339631331,"score_spread":0.2954446474890206,"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."}}