{"id":"W2318631295","doi":"10.1177/0310057x1604400211","title":"Intensive Care Management of Children Intubated for Croup: A Retrospective Analysis","year":2016,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Otolaryngology and Infectious Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Alberta Children's Hospital","funders":"","keywords":"Medicine; Croup; Intubation; Intensive care; Retrospective cohort study; Anesthesia; Airway; Airway management; Airway obstruction; Surgery; Pediatrics; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000331741,0.0002045517,0.0005921152,0.0002792808,0.00009023199,0.000007544646,0.00006823288,0.0001268177,0.0000534807],"category_scores_gemma":[0.0003310766,0.0001373121,0.0003410237,0.0003348038,0.0002627701,0.00007772996,0.00004859975,0.00007770135,0.000005918556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061996,"about_ca_system_score_gemma":0.00003331709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007305966,"about_ca_topic_score_gemma":0.00002743149,"domain_scores_codex":[0.9989688,0.00003120302,0.000242708,0.0004109318,0.0001165919,0.0002297525],"domain_scores_gemma":[0.9912786,0.00003136698,0.0001266237,0.0003045702,0.008141611,0.0001172333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003698466,0.00001880658,0.9798636,0.0001758859,0.003086257,0.00004629653,0.002333002,3.618057e-7,0.0001712862,0.0010714,0.001743274,0.01111995],"study_design_scores_gemma":[0.001968996,0.002129476,0.9525496,0.0003285666,0.004154207,0.00003074663,0.03577735,0.000004895848,0.002482091,0.0001332116,0.00025438,0.0001865316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947828,0.002609125,0.0002023821,0.000772987,0.00004889602,0.0007913111,0.0001442989,0.00005032376,0.0005978538],"genre_scores_gemma":[0.9962475,0.0007367304,0.00009581725,0.002479074,0.00003436605,0.00006758438,0.00017529,0.00002172098,0.0001419643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03344434,"threshold_uncertainty_score":0.5599423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007274859154861783,"score_gpt":0.2589312182176011,"score_spread":0.2516563590627394,"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."}}