{"id":"W3092249488","doi":"10.1093/eurpub/ckaa166.833","title":"New decade, new response: Altering the public health response to toxigenic cutaneous diphtheria","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Toxin Mechanisms and Immunotoxins","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Diphtheria; Diphtheria toxin; Corynebacterium diphtheriae; Medicine; Vaccination; Toxin; Immunology; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02075867,0.0003588528,0.0006994253,0.0003303924,0.0006492839,0.0002629134,0.001568845,0.00008410439,0.001294269],"category_scores_gemma":[0.003248819,0.0002631757,0.0002615088,0.0007632388,0.00007736379,0.0003143431,0.0003541472,0.00124836,0.00112538],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873394,"about_ca_system_score_gemma":0.006957047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005998418,"about_ca_topic_score_gemma":0.0000162919,"domain_scores_codex":[0.971784,0.02362644,0.002035517,0.0005320447,0.0002836066,0.001738375],"domain_scores_gemma":[0.9961693,0.0004977385,0.00109474,0.0006098833,0.0001709978,0.001457379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002818756,0.0001048259,0.00002739106,0.00002119116,0.0002423803,0.0002201958,0.02088257,0.00001502918,0.3170331,0.0004323012,0.1479786,0.5102236],"study_design_scores_gemma":[0.001738982,0.00648855,0.004022049,0.00006769109,0.000006964961,0.002436166,0.001539425,0.000002281879,0.001118933,0.00001796042,0.9823232,0.0002378443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2696141,0.007398676,0.1067744,0.6134789,0.001933095,0.0004998237,0.00002686399,0.0001138208,0.0001602881],"genre_scores_gemma":[0.944415,0.000542814,0.004649037,0.04528949,0.0007484619,0.000001622857,0.000008072083,0.0001344583,0.004211029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8343445,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06996020585595339,"score_gpt":0.2952846321718314,"score_spread":0.225324426315878,"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."}}