{"id":"W4391771621","doi":"10.1016/j.sleep.2023.11.230","title":"Pediatric obstructive sleep apnea screening and management practices among Brazilian Dental Specialists","year":2024,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Dental anomalies; Dentistry; Family medicine; Medical emergency; Intensive care medicine; 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":[0.0004939213,0.0001634284,0.0002575365,0.0009741613,0.0006587273,0.0005181708,0.0003161945,0.0003645466,0.00203313],"category_scores_gemma":[0.003207,0.0002397189,0.0003729087,0.001114581,0.0002416142,0.0003446728,0.0004111046,0.0003700718,0.0001579219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496725,"about_ca_system_score_gemma":0.001911375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07348742,"about_ca_topic_score_gemma":0.1798913,"domain_scores_codex":[0.9995957,0.00006341133,0.00004983915,0.00005582742,0.0001157425,0.0001196107],"domain_scores_gemma":[0.9988475,0.0002407531,0.0004598766,0.00002725306,0.000219598,0.0002050559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001069322,0.00005894814,0.9905267,0.00004326394,0.00001328302,0.0002574724,0.002351482,0.00001239892,0.0001970202,0.00008961898,0.0003575288,0.006081542],"study_design_scores_gemma":[0.00000206598,0.00002609509,0.9920088,0.00009112459,0.0000205923,0.0004833786,0.006120407,0.00005223093,0.00004474259,0.00001742254,0.001129296,0.000003761111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950655,0.001211093,0.00004224742,0.0004456389,0.00001205582,0.00001619617,0.0002184577,0.000003379911,0.002985301],"genre_scores_gemma":[0.9977368,0.00137364,0.0001451886,0.0001675669,0.000009152092,0.00001556651,0.000172178,0.000002050771,0.0003779064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07348742,"threshold_uncertainty_score":0.1461193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305043374648549,"score_gpt":0.3295525191731919,"score_spread":0.3065020854267064,"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."}}