{"id":"W4405765217","doi":"10.1136/bmjopen-2023-080102","title":"Duration, course and caregiver burden of croup in children: two observational cohorts","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Medical Association; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Medicine; Croup; Pediatrics; Stridor; Psychosocial; Cohort; Emergency department; Cohort study; Observational study; Psychiatry; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001524507,0.0006584122,0.0007573499,0.001274496,0.001677622,0.001138148,0.001282705,0.0006981678,0.0009592889],"category_scores_gemma":[0.003611596,0.0007535191,0.001059825,0.00200269,0.0008821128,0.0007884428,0.001526552,0.00124315,0.0001936346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046744,"about_ca_system_score_gemma":0.003718593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4237047,"about_ca_topic_score_gemma":0.4654444,"domain_scores_codex":[0.9984789,0.0002214633,0.0001229474,0.0003424466,0.0003417786,0.0004925152],"domain_scores_gemma":[0.9971553,0.0002118706,0.001286335,0.0002180799,0.0005478389,0.0005806024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001688898,0.00003633837,0.9988515,0.0000135646,0.00004409104,0.00005839465,0.0002707679,0.00001276687,0.0000571956,0.000007648769,0.00008875364,0.0003900415],"study_design_scores_gemma":[0.00001998086,0.0001114936,0.9990156,0.00001229154,0.00002321884,0.000102258,0.0005357318,0.00003423305,0.00001363348,0.000003778451,0.0001227269,0.000005043321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987668,0.0001322867,0.00004339758,0.00002386256,0.000004609049,0.00007874566,0.0007769557,0.000001767039,0.0001715524],"genre_scores_gemma":[0.997436,0.0002163273,0.0001965016,0.00004520659,0.000009981461,0.00008696538,0.001855029,0.000003318083,0.0001507062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4237047,"threshold_uncertainty_score":0.842477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095936276329653,"score_gpt":0.3917054211917226,"score_spread":0.350746058428426,"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."}}