{"id":"W4413432180","doi":"10.1007/s43678-025-00993-4","title":"Just the facts: Shiga toxin-producing Escherichia coli infection in children","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Escherichia coli; Shiga toxin; Medicine; Microbiology; Toxin; Shiga-like toxin; Virology; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000955152,0.0003732024,0.0006129827,0.001017875,0.001332902,0.001457326,0.0004376143,0.003358313,0.001977636],"category_scores_gemma":[0.00576746,0.000306037,0.0002980985,0.001293759,0.001532826,0.001432211,0.0004964366,0.003723399,0.0003412267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001988471,"about_ca_system_score_gemma":0.003363491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1062013,"about_ca_topic_score_gemma":0.08915984,"domain_scores_codex":[0.9992029,0.000142572,0.0001072634,0.00006431876,0.0002320689,0.0002508072],"domain_scores_gemma":[0.9981169,0.0004881166,0.0003325571,0.0000527558,0.0004624232,0.0005474021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004074352,0.0002500263,0.8077969,0.0007341873,0.0000942632,0.04155631,0.002944812,0.0002335165,0.001418933,0.002943868,0.09198065,0.04963901],"study_design_scores_gemma":[0.00005389146,0.0004987727,0.8362141,0.002012001,0.0002512421,0.0752999,0.01474992,0.0001794932,0.0007800763,0.002647604,0.06721639,0.00009668351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5289796,0.1218277,0.0007418729,0.3064635,0.009679021,0.00008972571,0.001955905,0.00006973147,0.03019297],"genre_scores_gemma":[0.8803535,0.08129277,0.0006994953,0.02305002,0.01014259,0.00002554769,0.000514492,0.0000215977,0.003900009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062013,"threshold_uncertainty_score":0.2111663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819961280653085,"score_gpt":0.3380896982760317,"score_spread":0.2998900854695009,"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."}}