{"id":"W4384626382","doi":"10.1136/sextrans-2023-055849","title":"The new 2023 BASHH sexually transmitted enteric infections guideline","year":2023,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Guideline; Enteric fever; Virology; Immunology; Pathology","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000809061,0.0006445047,0.0006634329,0.0008464798,0.001430031,0.0001872636,0.000381672,0.0003979686,0.001204481],"category_scores_gemma":[0.0005133175,0.0005359038,0.000461377,0.005105489,0.0003585487,0.000354325,0.00006145584,0.001181119,0.001771837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143411,"about_ca_system_score_gemma":0.001055859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024733,"about_ca_topic_score_gemma":0.002380872,"domain_scores_codex":[0.9954484,0.0002508424,0.001401835,0.0008882557,0.0008129641,0.001197745],"domain_scores_gemma":[0.9964833,0.0009059371,0.0001826631,0.001202187,0.0005150589,0.000710845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000389446,0.003843075,0.03240497,0.0003829694,0.003298699,0.0004997709,0.004053572,0.001045162,0.04827768,0.005845818,0.7179725,0.1819863],"study_design_scores_gemma":[0.00899716,0.003369531,0.1125267,0.0002294011,0.001183178,0.001267314,0.00103737,0.002951555,0.001555187,0.004308057,0.8613499,0.001224686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6976841,0.002411308,0.104825,0.1184535,0.008870939,0.006198234,0.0004442391,0.01065848,0.05045423],"genre_scores_gemma":[0.9158177,0.002064628,0.00122109,0.005129426,0.002545781,0.000623161,0.001250456,0.0003971189,0.07095069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2181336,"threshold_uncertainty_score":0.9998699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749332671927085,"score_gpt":0.2930808244437106,"score_spread":0.2755874977244398,"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."}}