{"id":"W4412520814","doi":"10.1007/s43678-025-00949-8","title":"Just the Facts: Diagnosis and management of pertussis in the emergency department","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Emergency department; Medical emergency; Emergency medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200448,0.0008195771,0.001307442,0.002432619,0.003114018,0.003715632,0.001182882,0.005420361,0.002274354],"category_scores_gemma":[0.02169642,0.0007321732,0.0007178861,0.001052775,0.001062074,0.004848177,0.001653656,0.009807381,0.0006926949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002401839,"about_ca_system_score_gemma":0.006167074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009698364,"about_ca_topic_score_gemma":0.01587687,"domain_scores_codex":[0.9964785,0.001113678,0.0006650234,0.0002191051,0.0008500476,0.0006737255],"domain_scores_gemma":[0.994952,0.001772143,0.0008772062,0.00009998104,0.001009641,0.001289106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008918238,0.001246529,0.4132602,0.00132891,0.000220912,0.1438919,0.00302723,0.001827034,0.001417095,0.003962592,0.2041562,0.2247696],"study_design_scores_gemma":[0.000342944,0.00198992,0.3728169,0.01560331,0.0006387028,0.4041117,0.03796912,0.007966636,0.00170165,0.02682396,0.129512,0.0005231122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1734126,0.1332496,0.006432406,0.6251292,0.01448056,0.0004574508,0.0006494306,0.0002118201,0.04597702],"genre_scores_gemma":[0.8085227,0.08845682,0.009942451,0.05068139,0.03840848,0.0002156638,0.0008441751,0.00006928031,0.002859007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009698364,"threshold_uncertainty_score":0.01928383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740032747226043,"score_gpt":0.3239688388017849,"score_spread":0.2665685113295245,"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."}}