{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000597094,0.0003203737,0.0005950686,0.001869024,0.0006013497,0.0006590346,0.0003943667,0.0005103617,0.001075453],"category_scores_gemma":[0.00238579,0.0004166112,0.0006105495,0.001896305,0.0004884369,0.0004475129,0.0006004096,0.0006463071,0.0002080082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007605985,"about_ca_system_score_gemma":0.0006688897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006626444,"about_ca_topic_score_gemma":0.006406449,"domain_scores_codex":[0.9987595,0.0002153367,0.000214926,0.0002268381,0.0003301435,0.0002533053],"domain_scores_gemma":[0.9972006,0.0005960126,0.001329778,0.0001478958,0.0003147371,0.0004110042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005205013,0.00002463422,0.9979535,0.00002207399,0.00003416068,0.0007472162,0.0001307744,0.0000189328,0.0001232235,0.000009549697,0.00005435028,0.0008295861],"study_design_scores_gemma":[0.000005421682,0.0002094175,0.996309,0.00002253904,0.00003038947,0.002486083,0.0006015681,0.00007107672,0.00005894327,0.000006422774,0.0001932217,0.00000583947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991014,0.0004755188,0.00004767793,0.00002072717,0.00000330651,0.00001462128,0.0001399665,0.000002251838,0.0001946381],"genre_scores_gemma":[0.9992256,0.0003311144,0.00006805435,0.00003044052,0.000009982448,0.00001362695,0.0002786123,0.000002401385,0.00004015552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006626444,"threshold_uncertainty_score":0.01317579,"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."}}