{"id":"W6938998428","doi":"10.60692/97fhw-4ka48","title":"Ongoing diphtheria outbreak in Yemen: a cross-sectional and genomic epidemiology study","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Outbreak; Diphtheria; Corynebacterium diphtheriae; Epidemiology; Vaccination; Diphtheria toxin","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":[],"consensus_categories":[],"category_scores_codex":[0.000616311,0.0001581828,0.0002359395,0.00007789175,0.00008024043,0.00009776435,0.00009798884,0.0001403536,0.00002470565],"category_scores_gemma":[0.00007109855,0.0001468276,0.00005545267,0.00007721665,0.00003658016,0.00002689894,0.0001372125,0.00007039768,0.00007082194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004443838,"about_ca_system_score_gemma":0.00006005118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001595841,"about_ca_topic_score_gemma":0.000006433819,"domain_scores_codex":[0.9986277,0.0001844932,0.0006142727,0.0002590656,0.00008336015,0.0002310837],"domain_scores_gemma":[0.9993287,0.000008066281,0.0001865511,0.0003035641,0.0001078965,0.0000651908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008188733,0.000007652375,0.9942403,0.00005700735,0.00005180075,0.000006444346,0.004605772,0.00005189068,0.0007037959,0.00002398624,0.000004881587,0.0001645966],"study_design_scores_gemma":[0.001276807,0.0001096018,0.9928291,0.00001487612,0.000007740948,0.0001345499,0.004034054,0.0001028885,0.0006469282,0.000001570755,0.0006817503,0.0001601521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964976,0.0000266894,0.0007246681,0.000009893611,0.0003592321,0.0002557048,0.00005259596,0.00002446719,0.002049171],"genre_scores_gemma":[0.9991959,7.681948e-7,0.0001155142,0.0001627889,0.0001292679,0.00005928853,0.00007434748,0.00001127852,0.0002507881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00269838,"threshold_uncertainty_score":0.5987456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899233115935519,"score_gpt":0.2641628617909551,"score_spread":0.2251705306315999,"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."}}