{"id":"W2892366847","doi":"10.14745/ccdr.v44i09a01","title":"Clinical characteristics of pediatric pertussis cases, Quebec 2015–2017","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Pediatrics; Bordetella pertussis; Epidemiology; Demographics; Retrospective cohort study; Cohort; Disease; Internal medicine; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003932441,0.000169904,0.0004659401,0.00005963213,0.0003337096,0.00001543517,0.0003591355,0.000144959,0.001049019],"category_scores_gemma":[0.0008021858,0.0001525536,0.0001407184,0.0001436751,0.0002606156,0.00007574831,0.000235019,0.0002465543,0.00003447596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009147172,"about_ca_system_score_gemma":0.002894937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7424823,"about_ca_topic_score_gemma":0.7316345,"domain_scores_codex":[0.998305,0.0002638415,0.0008591153,0.0002461739,0.00003685314,0.0002889825],"domain_scores_gemma":[0.9972419,0.0002439228,0.0004863483,0.001497349,0.000397978,0.0001324704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002421799,0.0003526352,0.7714586,0.00004980132,0.0002488364,0.0002679496,0.00001751414,1.56036e-7,0.001141094,0.0001280271,0.2232691,0.002824088],"study_design_scores_gemma":[0.0003164912,0.00005936991,0.5608988,0.00001705127,0.000196433,0.0002449307,0.00002749355,0.000002191414,0.0001143519,0.000006531375,0.4379541,0.0001622079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935243,0.002165093,0.000007160283,0.0003583839,0.002490623,0.0001423688,0.0002471076,0.0000373259,0.001027705],"genre_scores_gemma":[0.9935805,0.0005564762,0.00002438846,0.0001159265,0.0003355721,0.00001369996,0.0005036402,0.00001778068,0.004852032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.214685,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333985390196402,"score_gpt":0.3106898524432486,"score_spread":0.2773499985412846,"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."}}