{"id":"W4402914607","doi":"10.1101/2024.09.26.24314455","title":"Detection of diphtheria toxin-producing <i>Corynebacterium ramonii</i> in wounds of an urban, inner-city population in Vancouver, Canada, 2019-2023","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"British Columbia Centre for Disease Control","keywords":"Corynebacterium diphtheriae; Diphtheria; Diphtheria toxin; Toxin; Population; Microbiology; Geography; Medicine; Environmental health; Biology; Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001463479,0.0002087244,0.0001768685,0.000922012,0.001026026,0.0008778584,0.0003228902,0.0002649071,0.001648532],"category_scores_gemma":[0.0005437845,0.000227419,0.0001109212,0.001361491,0.0003406789,0.00009519289,0.0004043387,0.0003307885,0.0002917486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00255463,"about_ca_system_score_gemma":0.002316405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.794629,"about_ca_topic_score_gemma":0.8540426,"domain_scores_codex":[0.999698,0.00001864196,0.00001773124,0.00007730874,0.00009045231,0.00009786581],"domain_scores_gemma":[0.9994472,0.00002553047,0.00008403755,0.00002448479,0.0002740639,0.000144802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004232541,0.00001063127,0.9930065,0.00002701611,0.00001475668,0.0004901986,0.0003120156,0.00002741301,0.001629527,0.00001599969,0.0007367242,0.003686816],"study_design_scores_gemma":[0.000002224979,0.00001524484,0.9968858,0.00001833416,0.00001077216,0.0006270292,0.0011545,0.00005827056,0.0003278324,0.00000876106,0.0008882556,0.000002893381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944968,0.0003685979,0.0001066692,0.0001060301,0.000006542897,0.00002583052,0.003186214,0.000008206865,0.001695084],"genre_scores_gemma":[0.9968804,0.0003310604,0.0001713953,0.00009206386,0.000003555135,0.000008081729,0.001537548,0.000005497518,0.0009703616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.205371,"threshold_uncertainty_score":0.4131609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00742846441001265,"score_gpt":0.2263298463959977,"score_spread":0.218901381985985,"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."}}