{"id":"W2131236218","doi":"10.1093/ejo/cju101","title":"Mandibular advancement appliances for the treatment of paediatric obstructive sleep apnea: a systematic review","year":2015,"lang":"en","type":"review","venue":"European Journal of Orthodontics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; MEDLINE; Randomized controlled trial; Hypopnea; Systematic review; Population; Sleep apnea; Randomization; Polysomnography; Meta-analysis; Physical therapy; Intensive care medicine; Apnea; Dentistry; Surgery; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004251422,0.0005906551,0.0052471,0.0003174614,0.00008524779,0.00003126542,0.0006258686,0.00006966053,0.00001772871],"category_scores_gemma":[0.001155138,0.0002929782,0.001884585,0.0005894564,0.0001728419,0.00007784106,0.00007743458,0.0004208889,0.0000260162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402321,"about_ca_system_score_gemma":0.0002583979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.37683e-7,"about_ca_topic_score_gemma":2.179039e-7,"domain_scores_codex":[0.9936073,0.00168295,0.002846791,0.0003176965,0.001147296,0.0003978963],"domain_scores_gemma":[0.99198,0.001095594,0.004191715,0.0008576781,0.001576414,0.0002986174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000615992,0.000185085,0.00001140041,0.5156948,0.002468646,0.0002406176,0.00008748042,0.000002306549,1.565979e-7,0.00002691299,0.00008917765,0.4811318],"study_design_scores_gemma":[0.001610269,0.003155867,0.000007517031,0.1942994,0.03907664,0.000976156,0.0001545473,0.00002143155,0.000001708299,0.00000482496,0.7604523,0.0002394133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002503735,0.9788356,0.01311976,0.00009089612,0.0005967107,0.007063264,0.00007976576,0.000008917627,0.0002025398],"genre_scores_gemma":[0.00001006669,0.9898161,0.008836473,0.00002347534,0.0008022069,0.0001187269,0.00002347876,0.0001354298,0.0002340383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.760363,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09597084515437042,"score_gpt":0.3804927024195377,"score_spread":0.2845218572651673,"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."}}