{"id":"W3215483604","doi":"10.1136/archdischild-2021-323055","title":"Waning infant pertussis during COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Incidence (geometry); Pediatrics; Quarter (Canadian coin); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Cohort; Whooping cough; Cohort study; Virology; Outbreak; Infectious disease (medical specialty); Vaccination; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008796804,0.0002090814,0.0003161031,0.0003747888,0.0006068329,0.0009045562,0.0002299924,0.0006316187,0.002010397],"category_scores_gemma":[0.002945401,0.0001941782,0.0002790986,0.0004446672,0.0002231341,0.0007517684,0.0007348421,0.001067758,0.0004732447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017751,"about_ca_system_score_gemma":0.001077919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806653,"about_ca_topic_score_gemma":0.0154483,"domain_scores_codex":[0.999471,0.00007545912,0.00003171026,0.0000825349,0.00006865327,0.0002706995],"domain_scores_gemma":[0.9992747,0.000088595,0.0002285452,0.00005142558,0.0001632766,0.0001933492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001829509,0.000172678,0.9453643,0.0001969564,0.00009106489,0.0009412229,0.002059942,0.0004005891,0.005953891,0.0004054772,0.003367137,0.03921727],"study_design_scores_gemma":[0.000007519164,0.0002170185,0.9955223,0.00006342109,0.00002447252,0.0002754568,0.001007376,0.00008047442,0.0003196441,0.00007533811,0.002400364,0.000006761652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926802,0.002209218,0.0001295847,0.0005980047,0.00005910064,0.00002174855,0.000632346,0.00001824445,0.003651622],"genre_scores_gemma":[0.9976715,0.0006761674,0.00005391424,0.0002029599,0.00002653313,0.00001261723,0.000752776,0.000004251661,0.0005991271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01806653,"threshold_uncertainty_score":0.03592271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307805657620542,"score_gpt":0.2570431238571118,"score_spread":0.2439650672809063,"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."}}