{"id":"W2926215360","doi":"10.1016/j.chest.2019.02.301","title":"THE USE OF STOP-BANG QUESTIONNAIRE TO SCREEN TWO DIFFERENT DEMOGRAPHICS OF PATIENTS FROM KUWAIT AND CANADA REFERRED TO SLEEP CLINICS FOR SUSPECTED OSA","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obstructive sleep apnea; Demographics; Physical therapy; Sleep apnea; Sleep study; Sleep (system call); Pediatrics; Apnea; Polysomnography; Internal medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002739073,0.0003088176,0.0002840401,0.0007768325,0.001132708,0.0008610085,0.0004136738,0.0004788954,0.001443789],"category_scores_gemma":[0.002008447,0.000184847,0.0004302639,0.0009618931,0.000463493,0.0004227681,0.0004060062,0.0005767272,0.0001909236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002571003,"about_ca_system_score_gemma":0.002607145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6155193,"about_ca_topic_score_gemma":0.7250102,"domain_scores_codex":[0.9995733,0.00005802634,0.00005371505,0.00005038734,0.0001020566,0.0001625021],"domain_scores_gemma":[0.9989598,0.0001583484,0.0002638814,0.00002483133,0.0003364527,0.0002566996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003796521,0.00001903435,0.9985813,0.000005386948,0.00001540884,0.00009821344,0.0003285084,0.00001472903,0.0003036439,0.00001157,0.00007011591,0.0005141336],"study_design_scores_gemma":[0.000002139674,0.00002656614,0.9984622,0.000003820724,0.000009052647,0.0001180515,0.001190941,0.00007043298,0.00004002108,0.00000351899,0.00006931681,0.000003981211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987572,0.00006101973,0.00003006017,0.0000671103,0.00000498407,0.00001701679,0.0003074793,0.000001789238,0.0007532416],"genre_scores_gemma":[0.9992688,0.00004704302,0.00007724769,0.00007852458,0.000003228233,0.00000896085,0.0002463177,0.000001411679,0.0002685242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3844807,"threshold_uncertainty_score":0.77349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372899274037198,"score_gpt":0.3017347439348119,"score_spread":0.2680057511944399,"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."}}