{"id":"W4206275336","doi":"10.1002/ppul.25839","title":"Childhood pertussis is still here: An Asian city's perspectives","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Bordetella pertussis; Whooping cough; Outbreak; Pediatrics; Vaccination; Intensive care medicine; Immunology; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001808543,0.0002355957,0.0003401398,0.0003572087,0.000693036,0.00002257494,0.0003815654,0.0002362486,0.01921304],"category_scores_gemma":[0.00005917746,0.0002307254,0.000138135,0.0004520652,0.00008078084,0.0001544622,0.0002971844,0.0006138983,0.000439273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009932973,"about_ca_system_score_gemma":0.0001178495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003721534,"about_ca_topic_score_gemma":0.00003375453,"domain_scores_codex":[0.9981951,0.0003875733,0.0002932885,0.0005831294,0.00002501001,0.0005159279],"domain_scores_gemma":[0.9992368,0.00006258967,0.0001495381,0.0004413328,0.00006417098,0.00004552731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001092684,0.01118681,0.7057444,0.00004880336,0.001371221,0.0000720723,0.04167014,0.00003520165,0.067568,0.009782705,0.09534802,0.06607992],"study_design_scores_gemma":[0.002729444,0.002388057,0.5228077,0.000001323067,0.0003455473,0.00146439,0.01461581,0.000007606594,0.0008615328,0.00164462,0.4521932,0.0009408643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880557,0.004353824,0.00002139106,0.002673199,0.00213608,0.0002186646,0.0001627757,0.0002255166,0.002152817],"genre_scores_gemma":[0.9962084,0.000420879,0.00004491684,0.0002751565,0.0005036044,0.000128525,0.0001258782,0.00002979352,0.002262844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3568451,"threshold_uncertainty_score":0.9816836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061033156959827,"score_gpt":0.2351427801189261,"score_spread":0.2245324485493278,"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."}}