{"id":"W2112196971","doi":"10.1002/ppul.21162","title":"Croup presentations to emergency departments in Alberta, Canada: A large population‐based study","year":2009,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Government of Alberta","keywords":"Medicine; Croup; Medical emergency; Population; Emergency medicine; Family medicine; Pediatrics; Environmental health","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":[0.000477021,0.0005095388,0.0003931372,0.002095054,0.002162634,0.001239215,0.001415901,0.0005709629,0.00123966],"category_scores_gemma":[0.001167384,0.0005090534,0.0004374872,0.003812601,0.0008262182,0.0003831984,0.001007431,0.0008679947,0.0002176453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02091505,"about_ca_system_score_gemma":0.01714455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9807262,"about_ca_topic_score_gemma":0.990884,"domain_scores_codex":[0.9991348,0.00006088199,0.00004700461,0.000107841,0.0003498682,0.0002996188],"domain_scores_gemma":[0.9986469,0.00006909498,0.0002965161,0.00003786017,0.0004688299,0.0004807394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004736163,0.0000485216,0.9955608,0.00003628109,0.00002820276,0.0002932277,0.0005478747,0.00004608773,0.0001633848,0.00002615617,0.0007636231,0.002438663],"study_design_scores_gemma":[0.000006791591,0.00002384276,0.998319,0.00002614976,0.00001201545,0.0001196786,0.001050661,0.00009127983,0.00001598113,0.000005656384,0.0003244903,0.00000448323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957067,0.0005518062,0.00007900813,0.0001952937,0.00001158143,0.0001209489,0.001954474,0.00001315077,0.001366879],"genre_scores_gemma":[0.9966605,0.0008206975,0.0002203754,0.0002004554,0.00001617742,0.00004102372,0.001514089,0.00000546816,0.0005213916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02091505,"threshold_uncertainty_score":0.15175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009086910434653097,"score_gpt":0.2926068575967278,"score_spread":0.2835199471620747,"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."}}