{"id":"W3135442734","doi":"10.1136/bmjresp-2020-000848","title":"Validation of the STOP-Bang questionnaire as a screening tool for obstructive sleep apnoea in patients with cardiovascular risk factors: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; London Health Sciences Centre; University of Toronto; University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Meta-analysis; Sleep (system call); 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":[0.0156488,0.002146418,0.01865139,0.005573026,0.0006146529,0.0028396,0.001955652,0.002070301,0.002535158],"category_scores_gemma":[0.03953553,0.001077632,0.03017887,0.006318384,0.0007930041,0.001776283,0.001171031,0.001301208,0.0002078012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010938,"about_ca_system_score_gemma":0.004148574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00639454,"about_ca_topic_score_gemma":0.01369393,"domain_scores_codex":[0.991792,0.003107438,0.00287191,0.0008933117,0.001114215,0.0002211013],"domain_scores_gemma":[0.9654827,0.02688582,0.004440277,0.0007244891,0.002223023,0.0002436802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001681626,0.00003973349,0.009739112,0.5918117,0.3744209,0.00009961571,0.00009307182,0.000427759,0.0001964359,0.0001174242,0.000768601,0.02060403],"study_design_scores_gemma":[0.0004901059,0.0002852168,0.009936664,0.05145622,0.9349998,0.0001363799,0.00005070064,0.0002303555,0.0001197364,0.0001597202,0.002100546,0.00003456963],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004130453,0.9942923,0.0003240054,0.0001532769,0.00008458734,0.0002414233,0.0005903496,0.00001468662,0.0001689807],"genre_scores_gemma":[0.1265788,0.8675888,0.002026932,0.0008504636,0.0002680079,0.001085489,0.001377176,0.00002275611,0.0002015643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01865139,"threshold_uncertainty_score":0.08275974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422303384460952,"score_gpt":0.4621587005552197,"score_spread":0.2199283621091245,"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."}}