{"id":"W2163111114","doi":"10.1177/0194599812447758","title":"Atypical Croup","year":2012,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Eosinophilic esophagitis; Subglottic stenosis; Airway; Croup; Laryngomalacia; Tracheomalacia; Atopy; Stridor; Subglottis; Asthma; Internal medicine; Surgery; Larynx; Pediatrics; Glottis","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001532543,0.0001332317,0.0002768376,0.00009779043,0.00009240757,0.000004200447,0.00006101317,0.0002414227,0.002908224],"category_scores_gemma":[0.0001946644,0.0001145438,0.000122387,0.0001257382,0.0001822653,0.0001446265,0.00004967023,0.0002620398,0.001913794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003265733,"about_ca_system_score_gemma":0.00004894235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008540244,"about_ca_topic_score_gemma":0.00000213953,"domain_scores_codex":[0.9989714,0.00007939779,0.0001945343,0.0001758793,0.00008532878,0.0004934644],"domain_scores_gemma":[0.9992411,0.00007086746,0.00004309475,0.0002808157,0.00003966044,0.0003245257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001911289,0.0003976112,0.9796868,0.00003078017,0.00006932795,0.00003706794,0.00005256521,7.74907e-8,0.001863682,0.008883147,0.008236851,0.000550993],"study_design_scores_gemma":[0.0007625878,0.0002612511,0.9229899,0.000009324883,0.00009935941,0.001533264,0.000009226414,0.000007836315,0.001050288,0.0002027067,0.0729656,0.0001086572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516623,0.001186722,0.0002268222,0.0006323496,0.0005402307,0.0002359236,0.000003134089,0.0001806284,0.04533187],"genre_scores_gemma":[0.9935688,0.00002635836,0.0005935511,0.003998598,0.0005930383,0.00004277854,0.00002979878,0.00002125433,0.001125781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06472875,"threshold_uncertainty_score":0.9988633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446414156326751,"score_gpt":0.2843087107486452,"score_spread":0.2698445691853777,"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."}}