{"id":"W3121451230","doi":"10.46747/cfp.670121","title":"Continuous positive airway pressure for obstructive sleep apnea in children","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; Medicine; Tonsillectomy; Pediatrics; Sleep (system call); Adenoidectomy; Positive pressure; Airway; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001044017,0.0002767001,0.0005319269,0.0003236965,0.0001494019,0.00005209693,0.0001917411,0.000173292,0.00001450219],"category_scores_gemma":[0.0001036485,0.0003091946,0.0001900511,0.0006490042,0.000178525,0.0001565111,0.00004771623,0.0004395451,0.00005520038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005371223,"about_ca_system_score_gemma":0.0005862782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007318474,"about_ca_topic_score_gemma":0.006487872,"domain_scores_codex":[0.9977512,0.0000921148,0.0002619078,0.0006624053,0.0003023327,0.0009299977],"domain_scores_gemma":[0.9981343,0.00009720259,0.00006411707,0.0004838021,0.0005593788,0.0006612167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007620615,0.0008161489,0.1499059,0.0003193689,0.003897072,0.001446586,0.001941011,0.0001677833,0.08272657,0.01455721,0.007105226,0.7363551],"study_design_scores_gemma":[0.004264174,0.0003000067,0.9609937,0.0001025711,0.0002613183,0.00002807431,0.002350771,0.0009804243,0.01986555,0.0008147855,0.009491474,0.0005471286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955439,0.002344615,0.0002638176,0.001562257,0.0004126424,0.002980796,0.002029177,0.0000640019,0.09479877],"genre_scores_gemma":[0.9860622,0.000004080377,0.0005673685,0.01161798,0.0004401548,0.0001445243,0.0005037873,0.00008004374,0.0005798745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8110878,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009605352151764782,"score_gpt":0.2473527427297279,"score_spread":0.2377473905779632,"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."}}