{"id":"W4240162952","doi":"10.14745/ccdr.44i09a01","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":2,"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","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000379416,0.0004611001,0.000312078,0.001995208,0.001932547,0.000770407,0.0009896033,0.0006053353,0.003826835],"category_scores_gemma":[0.001615115,0.0003117619,0.0004759237,0.003146202,0.0006488276,0.0004554785,0.0005614319,0.0007803756,0.0003995192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02730812,"about_ca_system_score_gemma":0.02037744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858609,"about_ca_topic_score_gemma":0.990589,"domain_scores_codex":[0.9992593,0.00003142564,0.00006053615,0.0001107732,0.0002122541,0.0003256551],"domain_scores_gemma":[0.9983829,0.00005291237,0.0004189249,0.00002388475,0.0007006419,0.0004206568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009469272,0.00002457266,0.9910342,0.00003952575,0.00003967023,0.0003667553,0.0002762074,0.0002582695,0.0002855503,0.00006643749,0.004800209,0.002713967],"study_design_scores_gemma":[0.0000037627,0.00002035528,0.9982638,0.00003405405,0.00000972268,0.0002241101,0.0003457479,0.0001037853,0.00003517252,0.000006205844,0.000948766,0.000004565459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396031,0.002520082,0.0002510487,0.000775415,0.00004957927,0.000150318,0.0448785,0.00008120728,0.01169069],"genre_scores_gemma":[0.985083,0.00102453,0.0001837103,0.0002213333,0.00002342516,0.00005033057,0.01180256,0.00001394158,0.001597136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02730812,"threshold_uncertainty_score":0.1981352,"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."}}