{"id":"W2130155377","doi":"10.1155/2011/506189","title":"Canadian Thoracic Society 2011 Guideline Update: Diagnosis and Treatment of Sleep Disordered Breathing","year":2011,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Saskatchewan; Université Laval; University of Toronto; Dalhousie University; McMaster University; Queen's University; University of British Columbia","funders":"","keywords":"Medicine; Sleep disordered breathing; Guideline; Breathing; Intensive care medicine; Internal medicine; Obstructive sleep apnea; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008803467,0.0007379887,0.002266402,0.001558427,0.0005186629,0.0001049317,0.0004014407,0.0007382253,0.002981354],"category_scores_gemma":[0.0001551569,0.0005956734,0.0009974134,0.0004380531,0.0002992809,0.0001680821,0.00004609996,0.001087575,0.0001080939],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005881896,"about_ca_system_score_gemma":0.009898767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4444461,"about_ca_topic_score_gemma":0.7274289,"domain_scores_codex":[0.9958693,0.0003844449,0.001433399,0.0006303409,0.0004302638,0.001252279],"domain_scores_gemma":[0.9931652,0.0001058645,0.0005904494,0.0007461727,0.0006092665,0.004783029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001198439,0.00005117091,0.003449905,0.001423142,0.00111202,0.000991472,0.0002305977,1.519986e-7,4.150508e-7,0.00003552777,0.00487391,0.9878197],"study_design_scores_gemma":[0.000693705,0.0004904814,0.0003328243,0.001924377,0.001702447,0.001314302,0.0001403492,0.000007916834,0.000004228258,0.00002598327,0.9929231,0.0004402205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005018365,0.9960017,0.00001451405,0.0003450913,0.0003307314,0.001253206,0.0007076517,0.00001415946,0.0008310595],"genre_scores_gemma":[0.0001654533,0.997287,0.0008518342,0.0004659907,0.0006698182,0.000113245,0.0001104936,0.0001723954,0.0001638096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880493,"threshold_uncertainty_score":0.9996495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08731074270394167,"score_gpt":0.3681745771436242,"score_spread":0.2808638344396825,"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."}}