{"id":"W2986654895","doi":"10.14745/ccdr.v45i11a04","title":"Increase in detection of Corynebacterium diphtheriae in Canada: 2006–2019","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"British Columbia Centre for Disease Control; Public Health Agency; Public Health Agency of Canada","keywords":"Corynebacterium diphtheriae; Corynebacterium pseudotuberculosis; Microbiology; Diphtheria; Biology; Corynebacterium; Diphtheria toxin; Toxin; Polymerase chain reaction; Bacteria; Virology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002491728,0.0002065678,0.000359328,0.00005602414,0.00002951417,0.00001093441,0.0003890662,0.00007103529,0.00008364744],"category_scores_gemma":[0.0001587208,0.0002255488,0.00006246053,0.0001770058,0.00004157224,0.00001064911,0.0001964879,0.0001575513,0.00000117782],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005301517,"about_ca_system_score_gemma":0.008515044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970667,"about_ca_topic_score_gemma":0.9995193,"domain_scores_codex":[0.9983298,0.0001612331,0.0005644352,0.0003367424,0.0002529516,0.0003548587],"domain_scores_gemma":[0.9979494,0.00002921357,0.0002474204,0.001432395,0.0001105632,0.0002310206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008264297,0.0001868877,0.6815246,0.0001477266,0.00007870767,0.001217469,0.0000185445,0.0004340762,0.3130837,0.000007300468,0.001075453,0.001399041],"study_design_scores_gemma":[0.001247443,0.00007321133,0.9030641,0.00009999549,0.0000278367,0.00008580825,0.0002356583,0.0001518395,0.019274,0.00001156784,0.07524861,0.0004799574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954137,0.001187922,0.000002892105,0.00005859727,0.0003619804,0.0003102265,0.0001492307,0.000004783873,0.002510702],"genre_scores_gemma":[0.9982892,0.0001213957,0.00001221766,0.0001827428,0.00002688958,0.00003062216,0.0003936434,0.0000319045,0.0009113799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2938097,"threshold_uncertainty_score":0.9971058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003662126806181927,"score_gpt":0.1850370561259022,"score_spread":0.1813749293197202,"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."}}