{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002897003,0.0001319351,0.000147188,0.0000420872,0.00004502297,0.00005323331,0.001005069,0.00006931117,0.000181873],"category_scores_gemma":[0.00009901442,0.0001001037,0.0001178477,0.0001734669,0.0002264658,0.000008077389,0.000245596,0.0001207569,0.00007142107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001274653,"about_ca_system_score_gemma":0.00009651633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003024021,"about_ca_topic_score_gemma":0.00001618003,"domain_scores_codex":[0.9990208,0.0002302929,0.0002515173,0.0002124589,0.0001032344,0.0001817265],"domain_scores_gemma":[0.9987186,0.00009892583,0.00004088986,0.001064745,0.00003635562,0.00004054997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005312524,0.0009279308,0.004686185,0.0004027292,0.0002236128,0.00008015404,0.001703747,0.0002606075,0.8981321,0.003366907,0.008507563,0.08117722],"study_design_scores_gemma":[0.0003746479,0.001146048,0.01120518,0.0005882248,0.0001663383,0.00004004258,0.002263663,0.001264045,0.3434941,0.004421514,0.634042,0.0009942378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410994,0.04755638,0.000429745,0.0001270947,0.0002017089,0.0002639277,0.00009840461,0.00003085484,0.0101925],"genre_scores_gemma":[0.9982042,0.00088496,0.00005706446,0.0003104241,0.00006121607,0.00002854935,0.00005269525,0.00002070912,0.0003802276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6255344,"threshold_uncertainty_score":0.4082109,"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."}}