{"id":"W4401722564","doi":"10.33321/cdi.2024.48.41","title":"Respiratory diphtheria in the time of Omicron","year":2024,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"Diphtheria; Medicine; Preparedness; Vaccination; Public health; Corynebacterium diphtheriae; Environmental health; Intensive care medicine; Immunology; Nursing; Political science","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":[0.0003856231,0.0002047264,0.0001738212,0.0004299171,0.001461154,0.0009802926,0.0002380552,0.001454205,0.006957576],"category_scores_gemma":[0.002609187,0.0001685131,0.0001751226,0.0002238791,0.0007498325,0.0006761749,0.0009958437,0.001909869,0.001147141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644454,"about_ca_system_score_gemma":0.00126515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009474138,"about_ca_topic_score_gemma":0.01462347,"domain_scores_codex":[0.9996152,0.00007392931,0.00002829278,0.00004366437,0.00005172376,0.000187277],"domain_scores_gemma":[0.9993141,0.000106092,0.0001881219,0.0000249802,0.0001032318,0.0002634755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003461199,0.0001590627,0.4659986,0.0005381884,0.00006946908,0.3788461,0.01199787,0.0001769223,0.006179955,0.009980787,0.05935615,0.06635071],"study_design_scores_gemma":[0.00002925044,0.0004194787,0.4335011,0.001133497,0.000040102,0.385161,0.01387419,0.0003007111,0.001414457,0.002532208,0.1615442,0.00004985547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8220952,0.01995869,0.001055422,0.06267258,0.004843025,0.00009054056,0.0003561935,0.00007066871,0.08885776],"genre_scores_gemma":[0.9813022,0.002149683,0.000211739,0.004865415,0.0008964273,0.00001241371,0.00008626412,0.000009358091,0.01046662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009474138,"threshold_uncertainty_score":0.02327543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688746201800864,"score_gpt":0.2862512700991059,"score_spread":0.2693638080810973,"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."}}