{"id":"W4385420851","doi":"10.3390/jcm12155022","title":"Medical Treatment of Obstructive Sleep Apnea in Children","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Continuous positive airway pressure; Obesity; Pediatrics; Airway obstruction; Adenoidectomy; Airway; Tonsillectomy; Treatment modality; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000297601,0.0004990387,0.0007352063,0.001863074,0.0002708817,0.0005963249,0.0004797271,0.0006074674,0.002797743],"category_scores_gemma":[0.0008222841,0.0001454555,0.0005295025,0.001208789,0.000213179,0.0005934869,0.0003842465,0.0009171722,0.0006885002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696789,"about_ca_system_score_gemma":0.0007603604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001287803,"about_ca_topic_score_gemma":0.002262325,"domain_scores_codex":[0.9998235,0.00003327366,0.00004106896,0.00002846891,0.00005987061,0.0000138648],"domain_scores_gemma":[0.9997419,0.0001455246,0.00004915509,0.000004518187,0.00004441618,0.00001455284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006572086,0.00006494881,0.0004708818,0.03552432,0.0001359036,0.0002743825,0.00008665479,0.0001454075,0.0006486098,0.001147003,0.01930325,0.9421329],"study_design_scores_gemma":[0.00003617349,0.0002086985,0.005510983,0.0374724,0.0005972537,0.005942222,0.0001836556,0.0001359445,0.000565848,0.001173967,0.9481411,0.00003170421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001359449,0.9990469,0.00002843264,0.000129008,0.00009368836,0.000003432944,0.00001197639,0.000002715589,0.0005478727],"genre_scores_gemma":[0.0007404346,0.998787,0.00008818795,0.0001022511,0.000116042,0.000004240807,0.00001832127,5.325338e-7,0.0001429988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002797743,"threshold_uncertainty_score":0.009359419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1657932046962545,"score_gpt":0.5161318825784368,"score_spread":0.3503386778821823,"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."}}