{"id":"W4239058052","doi":"10.1093/pch/12.6.473","title":"Croup in the paediatric emergency department","year":2007,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Croup; Stridor; Medicine; Airway obstruction; Emergency department; Pediatrics; Airway; Intensive care medicine; Epiglottitis; Physical examination; Intubation; Anesthesia; Surgery; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001920115,0.0001771942,0.0002874793,0.000355406,0.0002897086,0.000007313779,0.0001413253,0.0001242909,0.0001870606],"category_scores_gemma":[0.0002416212,0.0001267762,0.0001506929,0.001153322,0.00003403016,0.00006329215,0.00003358825,0.0005357515,0.0001331691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603175,"about_ca_system_score_gemma":0.0002477504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001350037,"about_ca_topic_score_gemma":0.0003227285,"domain_scores_codex":[0.9979481,0.0001498327,0.0005900615,0.0002960639,0.000345965,0.0006699608],"domain_scores_gemma":[0.9989644,0.0001805112,0.0001664727,0.0003546581,0.00005061158,0.0002833561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005621227,0.0006479828,0.9699122,0.0001309815,0.00001567106,0.00005370957,0.0004690788,0.000002178608,5.681486e-7,0.001118002,0.0221097,0.005483683],"study_design_scores_gemma":[0.0009690084,0.0004706476,0.9738645,0.000009701092,0.00005587276,0.00009007144,0.0001258384,0.000005396336,0.000002971214,0.0004361038,0.02385669,0.0001131878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9299014,0.03511802,0.0003754591,0.01227697,0.001150794,0.001563785,0.00002683048,0.0001300284,0.01945674],"genre_scores_gemma":[0.9798877,0.008473438,0.0001439169,0.009840501,0.00147289,0.00003201887,0.00007894212,0.0000200189,0.00005061281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04998628,"threshold_uncertainty_score":0.5169783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173805402182097,"score_gpt":0.2980539770138569,"score_spread":0.286315922992036,"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."}}