{"id":"W1898812683","doi":"","title":"Facing a diphtheria outbreak.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Malaise; Sore throat; Diphtheria; Outbreak; Medicine; Pediatrics; Family medicine; Medical emergency; Virology; Surgery; Vaccination","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":[0.0001068825,0.0001394646,0.0001178691,0.00002460946,0.00005233086,0.00004550924,0.000172196,0.00009809465,0.0001534838],"category_scores_gemma":[0.00005968199,0.0001296677,0.00008605899,0.00005908539,0.00004353138,0.000004222953,0.000073241,0.00005315591,0.00006870063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001098236,"about_ca_system_score_gemma":0.000004715245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001002525,"about_ca_topic_score_gemma":0.000009385993,"domain_scores_codex":[0.9990841,0.00003324358,0.0001414616,0.0002850311,0.00009203969,0.0003641335],"domain_scores_gemma":[0.9994634,0.000005042748,0.00004902442,0.0003365222,0.00002842852,0.0001175299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001090415,0.0002923572,0.007776758,0.0000354584,0.0002416804,0.00003339151,0.000286025,0.000008474645,0.1992231,0.0001147151,0.01116672,0.7807122],"study_design_scores_gemma":[0.001112074,0.00009689699,0.096395,0.000005173881,0.00003704612,0.00006385262,0.00005703186,0.00003712275,0.08028099,0.00008652421,0.8212742,0.0005540956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271292,0.0007227323,0.0001361156,0.0001829887,0.0004083703,0.0003016931,0.00001743769,0.0000430544,0.07105841],"genre_scores_gemma":[0.9867662,0.00007862046,0.00006820903,0.0003490949,0.000341619,0.0003467371,0.00001996674,0.00002731641,0.01200224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8101075,"threshold_uncertainty_score":0.5287696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949278280130119,"score_gpt":0.1883603811684151,"score_spread":0.168867598367114,"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."}}