{"id":"W2803825337","doi":"10.1093/pch/pxy054.132","title":"CHARACTERIZATION AND RISK FACTOR IDENTIFICATION IN CHILDREN WITH SEVERE CROUP","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Croup; Medicine; Intubation; Retrospective cohort study; Risk factor; Pediatrics; Intensive care medicine; Cohort; Internal medicine; Surgery","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":[0.0004693227,0.0003220282,0.0003907741,0.001747046,0.0004216645,0.0006558642,0.0003671745,0.0003923222,0.001432025],"category_scores_gemma":[0.002511473,0.000226872,0.0004386256,0.001276619,0.000416404,0.0005848478,0.0006653151,0.0006406842,0.0001451353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003945439,"about_ca_system_score_gemma":0.0006731318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722671,"about_ca_topic_score_gemma":0.0054277,"domain_scores_codex":[0.999421,0.000108566,0.000100281,0.0001021311,0.0001204897,0.0001475766],"domain_scores_gemma":[0.9978161,0.0003033351,0.001371481,0.0000565205,0.0001566583,0.0002959435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009228685,0.00000525103,0.9993595,0.000006401632,0.000003144325,0.0001857616,0.00002765491,0.00001058745,0.00008010314,0.000005271044,0.00001670798,0.0002904575],"study_design_scores_gemma":[8.044856e-7,0.00004818311,0.9976751,0.00001051419,0.000004644956,0.001710217,0.0003006893,0.0001139646,0.000063143,0.000005784602,0.00006507336,0.000001917962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992794,0.0002331653,0.00009036306,0.00003350491,0.000004033933,0.00001530559,0.0001405909,0.000003344222,0.0002002264],"genre_scores_gemma":[0.9993802,0.0001411614,0.0002075229,0.00001104631,0.000006882463,0.000007532455,0.0002118995,0.000001336238,0.00003231024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004722671,"threshold_uncertainty_score":0.009390414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572763325497953,"score_gpt":0.251318961454793,"score_spread":0.2447461981292951,"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."}}