{"id":"W4416148734","doi":"10.1136/flgastro-2025-103321","title":"Sexually transmissible infections affecting the gastrointestinal tract: what gastroenterologists and hepatologists need to know","year":2025,"lang":"en","type":"article","venue":"Frontline Gastroenterology","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Men who have sex with men; Shigella; Gonorrhea; Sexually transmitted disease; Campylobacter; Chlamydia; Anal cancer; Enteric virus; Bacterial vaginosis","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"],"consensus_categories":[],"category_scores_codex":[0.0003565691,0.0003741402,0.000507222,0.0003267136,0.0005428939,0.0001247572,0.0003761883,0.0001546946,0.0002069984],"category_scores_gemma":[0.0002284553,0.0002914195,0.0001553308,0.0002066805,0.0004141417,0.0002711221,0.0002024008,0.0007882476,0.0001336346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007422331,"about_ca_system_score_gemma":0.00004712095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069579,"about_ca_topic_score_gemma":0.002030895,"domain_scores_codex":[0.9974865,0.0004333745,0.0005302289,0.0006028636,0.00004230842,0.0009046904],"domain_scores_gemma":[0.9988231,0.0003824726,0.0001582496,0.0004301658,0.0001225631,0.00008341551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001011074,0.0005674968,0.9473394,0.00002592866,0.0001704297,0.0000224374,0.0003311731,0.0002209807,0.02996936,0.0001994036,0.01619972,0.003942612],"study_design_scores_gemma":[0.004830394,0.006564506,0.914105,0.0004965594,0.0004168152,0.007326255,0.002753331,0.0003575861,0.001554134,0.0002165094,0.06101638,0.000362508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317855,0.00149699,0.04447405,0.01959153,0.001609676,0.0005633861,0.00003974027,0.0001853741,0.0002537989],"genre_scores_gemma":[0.9931982,0.0001402815,0.001133556,0.003046322,0.0000697448,0.0001296421,0.00007476758,0.00002218587,0.002185334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06141272,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009339993461216004,"score_gpt":0.2790793623781341,"score_spread":0.2697393689169181,"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."}}