{"id":"W7102390667","doi":"10.5281/zenodo.17470546","title":"Antibiotic Resistance in Salmonella Typhi","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typhoid fever; Antibiotic resistance; Salmonella typhi; Antibiotics; Public health; Serotype; Sanitation; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003885723,0.0002264594,0.000285986,0.0009718303,0.0001161913,0.0004497735,0.0001347912,0.000463364,0.0008364736],"category_scores_gemma":[0.000470455,0.0001038479,0.0002460836,0.0009002141,0.000198921,0.0003679154,0.0002478756,0.0003781088,0.0002920848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004330061,"about_ca_system_score_gemma":0.0006054349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002484497,"about_ca_topic_score_gemma":0.002653593,"domain_scores_codex":[0.9997612,0.00007490921,0.0000377626,0.00003054462,0.00006057025,0.00003502984],"domain_scores_gemma":[0.9997655,0.00006697687,0.00007617071,0.000004555891,0.00006695611,0.00001993065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003139085,0.0001227024,0.04790938,0.01268856,0.0002043553,0.003061338,0.001428839,0.0007024903,0.02529836,0.00386607,0.02033674,0.8840672],"study_design_scores_gemma":[0.00003273522,0.001971805,0.2464776,0.006253494,0.0004114471,0.02783503,0.001979255,0.00101475,0.01020451,0.00265347,0.7010853,0.00008062918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03024494,0.9627514,0.0006224228,0.001729209,0.0002732342,0.00001788033,0.000097168,0.00001955138,0.004244157],"genre_scores_gemma":[0.1462304,0.8479531,0.001305136,0.0007557322,0.0005958875,0.00001817048,0.0002955292,0.000006929728,0.002839157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002484497,"threshold_uncertainty_score":0.004940093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492282856582582,"score_gpt":0.2532653445306813,"score_spread":0.2183425159648555,"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."}}