{"id":"W1540458750","doi":"10.1155/2015/798076","title":"Surgical Versus Nonsurgical Interventions to Relieve upper Airway Obstruction in Children with Pierre Robin Sequence","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Pierre Robin syndrome; Airway obstruction; Airway; Psychological intervention; Continuous positive airway pressure; Neonatal intensive care unit; Polysomnography; Population; Positive airway pressure; Intensive care unit; Intubation; Retrospective cohort study; Obstructive sleep apnea; Hypoventilation; Intensive care; Pediatrics; Surgery; Anesthesia; Intensive care medicine; Apnea; Internal medicine; Respiratory system","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":[0.0001597187,0.0001331654,0.0001207358,0.0001580143,0.0001126084,0.00005301185,0.0001367532,0.0001197892,0.00006062907],"category_scores_gemma":[0.00004971165,0.0001181104,0.00009192562,0.0001660089,0.00005866248,0.0000105154,0.00002245842,0.0001878741,0.00002898575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459323,"about_ca_system_score_gemma":0.0007452048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800641,"about_ca_topic_score_gemma":0.06138449,"domain_scores_codex":[0.9990559,0.00007496116,0.0002010059,0.0002278592,0.0001322712,0.000308008],"domain_scores_gemma":[0.998888,0.000003117633,0.0000481583,0.0001591631,0.00009467028,0.0008068614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678183,0.0001927936,0.9675494,0.000007467459,0.0002572181,0.0008151848,0.0001830277,0.001634426,0.0008874044,0.0002620209,0.006906248,0.01962662],"study_design_scores_gemma":[0.02624801,0.007089315,0.6280944,0.0002978362,0.0001493187,0.003315658,0.001005923,0.00002100812,0.001850491,0.0001505673,0.3302551,0.001522436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977054,0.0006848258,0.00004217939,0.0001580918,0.0002299787,0.0001589966,0.00003983474,0.0000039161,0.0009767506],"genre_scores_gemma":[0.9993253,0.00002233008,0.0001116749,0.0001606148,0.000162455,0.0000122245,0.00003372954,0.00001704365,0.0001546726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.339455,"threshold_uncertainty_score":0.9557428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164080927545176,"score_gpt":0.2899935083803287,"score_spread":0.2583526991048769,"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."}}