{"id":"W2609706945","doi":"10.1093/sleepj/zsx050.477","title":"0478 CLINICAL PRACTICE GUIDELINE FOR DIAGNOSTIC TESTING FOR ADULT OBSTRUCTIVE SLEEP APNEA; AN UPDATE FOR 2016: AN AMERICAN ACADEMY OF SLEEP MEDICINE CLINICAL PRACTICE GUIDELINE","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Polysomnogram; Medicine; Polysomnography; Guideline; Obstructive sleep apnea; Hypoventilation; Sleep medicine; Sleep apnea; Intensive care medicine; Sleep study; Physical therapy; Cardiorespiratory fitness; Apnea; Pediatrics; Internal medicine; Sleep disorder; Insomnia; Pathology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006343049,0.001462143,0.00252567,0.007496282,0.001044404,0.003149718,0.003787278,0.007246222,0.02326199],"category_scores_gemma":[0.03942464,0.0009535449,0.004135166,0.005686994,0.0009335174,0.002630996,0.002296859,0.007066983,0.02236578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006489148,"about_ca_system_score_gemma":0.01907079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03825783,"about_ca_topic_score_gemma":0.06368847,"domain_scores_codex":[0.9900913,0.002667889,0.00266936,0.0005301914,0.003629633,0.0004116732],"domain_scores_gemma":[0.9707131,0.006261709,0.003068343,0.0004824986,0.01824914,0.001225117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003413775,0.0000998296,0.0007615659,0.003455319,0.00007728019,0.0001776364,0.0000945816,0.0003360383,0.0001519011,0.001240446,0.8316161,0.1619552],"study_design_scores_gemma":[0.0004172928,0.00008733963,0.006371661,0.0438367,0.0004358328,0.001025735,0.0001507822,0.001244952,0.0001844183,0.003740776,0.9423892,0.0001152934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.002939397,0.3658408,0.03512819,0.2859403,0.02944449,0.01600668,0.06385987,0.003730284,0.1971099],"genre_scores_gemma":[0.01629372,0.3912083,0.2205839,0.1415725,0.0136341,0.02553432,0.1371752,0.00109212,0.05290571],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03825783,"threshold_uncertainty_score":0.07781911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150266700952062,"score_gpt":0.511125477286827,"score_spread":0.3960988071916208,"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."}}