{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007334761,0.0005517519,0.0003900868,0.001113792,0.0008088343,0.0006366773,0.0003222997,0.0006281129,0.001440553],"category_scores_gemma":[0.001141215,0.0005505458,0.0003356524,0.001872271,0.0004239995,0.0008210658,0.0007959544,0.0003283566,0.0002266553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009097054,"about_ca_system_score_gemma":0.0007778995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447466,"about_ca_topic_score_gemma":0.01482436,"domain_scores_codex":[0.9993519,0.0001668391,0.00008045639,0.0001529407,0.00004681125,0.0002011217],"domain_scores_gemma":[0.999424,0.00008360666,0.0002044206,0.00005925022,0.0001233165,0.0001054099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005738909,0.00004434609,0.9970311,0.00002711515,0.00005349502,0.0003833803,0.0006210633,0.00003722066,0.0005174183,0.00001602332,0.0001324373,0.001079146],"study_design_scores_gemma":[0.000005578167,0.0001153559,0.996832,0.00001489149,0.0000364624,0.0005973939,0.001759222,0.0001074931,0.00009879657,0.000009406952,0.0004177459,0.000005817305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988505,0.0001509235,0.0001143073,0.00005016469,0.000002745991,0.00003391326,0.0006181748,0.000004040023,0.000175182],"genre_scores_gemma":[0.9984458,0.0002127376,0.0002571899,0.00008645978,0.000009195414,0.00006257666,0.0007979228,0.000003185858,0.000124982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447466,"threshold_uncertainty_score":0.02878082,"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."}}