{"id":"W2137618994","doi":"10.1017/s0022215113000418","title":"The management of recurrent croup in children","year":2013,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Croup; Medicine; Pediatrics; Etiology; Reflux; Retrospective cohort study; Airway; Disease; Surgery; Internal medicine","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":[0.0002994855,0.0003201233,0.000462343,0.0007296035,0.0005407478,0.0004293052,0.0003773698,0.0006733333,0.0009014966],"category_scores_gemma":[0.003147098,0.000180159,0.0002561918,0.0005079299,0.0004623783,0.0004572509,0.0003345317,0.0006617135,0.0002409864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384483,"about_ca_system_score_gemma":0.0005851324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887298,"about_ca_topic_score_gemma":0.00253708,"domain_scores_codex":[0.9995425,0.00008628648,0.00006852852,0.00005128351,0.0001356023,0.0001158438],"domain_scores_gemma":[0.9988003,0.0001926824,0.0007039976,0.00002296752,0.00009028494,0.0001897489],"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":[0.0001383358,0.0001024225,0.8701636,0.0006089247,0.00006829196,0.05525341,0.0006702273,0.000215368,0.002064704,0.0001510098,0.003284246,0.06727951],"study_design_scores_gemma":[0.00003458178,0.0005978863,0.5621428,0.0006136546,0.00008435317,0.4270523,0.001419021,0.0002592783,0.0009921925,0.00008207601,0.006701718,0.00002015276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.932628,0.05975522,0.0007840541,0.002618679,0.0001507545,0.00006016182,0.0001896062,0.00007437259,0.003739111],"genre_scores_gemma":[0.9840834,0.01390374,0.0008757079,0.0003096066,0.0002867016,0.0000239422,0.0001783034,0.00001324607,0.0003253499],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001887298,"threshold_uncertainty_score":0.003752649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006106399559357326,"score_gpt":0.2547083947726529,"score_spread":0.2486019952132956,"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."}}