{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007776453,0.0003820121,0.0003067433,0.002015653,0.00145115,0.001033271,0.0009424162,0.0007053404,0.003423718],"category_scores_gemma":[0.002583847,0.0002753994,0.0002517058,0.002813398,0.000507422,0.0002550339,0.0005710345,0.0009554274,0.0004683551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03068788,"about_ca_system_score_gemma":0.02920117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834558,"about_ca_topic_score_gemma":0.9907265,"domain_scores_codex":[0.9982129,0.00008065184,0.00009951008,0.0002129425,0.001019799,0.0003741644],"domain_scores_gemma":[0.9931142,0.0002005323,0.0007259305,0.00005998696,0.004894301,0.001004996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003339652,0.00008695864,0.9321164,0.0004397468,0.00006067282,0.0009781835,0.001017382,0.0002365059,0.008245022,0.0002167545,0.01458682,0.04168161],"study_design_scores_gemma":[0.00001083564,0.0000650255,0.9845386,0.0001048404,0.00002683197,0.0007624669,0.001290513,0.0005013708,0.001300492,0.00002316801,0.0113596,0.00001617175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438894,0.008287782,0.001326156,0.006348211,0.000349114,0.0002216786,0.02212839,0.0002847473,0.01716444],"genre_scores_gemma":[0.9838129,0.002417874,0.001557092,0.001984577,0.00004321914,0.00002423845,0.003801582,0.00003315838,0.006325417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03068788,"threshold_uncertainty_score":0.2226572,"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."}}