{"id":"W3194756105","doi":"10.1093/ofid/ofab414","title":"Ten Years of Diphtheria Toxin Testing and Toxigenic Cutaneous Diphtheria Investigations in Alberta, Canada: A Highly Vaccinated Population","year":2021,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Indigenous Services Canada","keywords":"Diphtheria; Corynebacterium diphtheriae; Medicine; Diphtheria toxin; Epidemiology; Public health; Population; Vaccination; Environmental health; Virology; Microbiology; Biology; Toxin; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004960891,0.0001662454,0.000244976,0.00004000591,0.00008694508,0.00008488709,0.0001680494,0.00008650188,0.00005871868],"category_scores_gemma":[0.000662007,0.0001857121,0.00004382321,0.0002550323,0.00003814168,0.00002163767,0.0002388366,0.00005773809,0.000001447385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006273642,"about_ca_system_score_gemma":0.0005712967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.362981,"about_ca_topic_score_gemma":0.7021636,"domain_scores_codex":[0.9988884,0.00009984515,0.0002972251,0.0003620525,0.0001020657,0.0002504064],"domain_scores_gemma":[0.9992483,0.00007231478,0.0001424358,0.0003059219,0.0001030865,0.0001279233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000674558,0.0001936518,0.8906921,0.00003621912,0.00009257675,0.00005728898,0.00004366972,0.0001515224,0.1003315,0.0001760571,0.00027958,0.007878358],"study_design_scores_gemma":[0.001156568,0.000275838,0.9780431,0.00008039934,0.00007936745,0.0001645804,0.000121496,0.00009184182,0.01556221,0.001486,0.002514794,0.0004237995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996778,0.0002751733,0.000004511687,0.0001273675,0.0001399723,0.0003004627,0.0001115687,0.00001105142,0.002251954],"genre_scores_gemma":[0.9986962,0.00003015812,0.0001106507,0.0002248372,0.0000321604,0.00004476079,0.0003012303,0.00003294458,0.0005270601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3391826,"threshold_uncertainty_score":0.7573119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007164728093674777,"score_gpt":0.2238782985243551,"score_spread":0.2167135704306804,"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."}}