{"id":"W3085102461","doi":"10.1136/rapm-2020-101540","title":"Sleep-disordered breathing in patients on opioids for chronic pain","year":2020,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation","keywords":"Medicine; Opioid; Breathing; Chronic pain; Central sleep apnea; Positive airway pressure; Sleep apnea; Anesthesia; Sleep and breathing; Obstructive sleep apnea; Apnea; Physical therapy; Polysomnography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003483274,0.00007902771,0.0001954429,0.0003240121,0.0004033131,0.0003666773,0.0001054217,0.0003722661,0.003191911],"category_scores_gemma":[0.003136366,0.00006438441,0.0002812189,0.0004959449,0.0001459398,0.000309636,0.0002843043,0.0005157733,0.0002256107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002019535,"about_ca_system_score_gemma":0.0005705723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00353601,"about_ca_topic_score_gemma":0.007640597,"domain_scores_codex":[0.9996895,0.0001118748,0.00005075657,0.00002441829,0.00007473729,0.00004873876],"domain_scores_gemma":[0.9991062,0.0002599524,0.0003624629,0.00001595008,0.00008918665,0.0001662437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001804788,0.0001244673,0.9392289,0.0003923687,0.00006054455,0.0003489298,0.0003050289,0.00003083949,0.0002263033,0.0001525556,0.002442122,0.05650741],"study_design_scores_gemma":[0.00002933244,0.0003482294,0.9920768,0.0006563404,0.00007925682,0.001075718,0.0008513443,0.00009572066,0.00004777021,0.0002179942,0.004513287,0.000008174288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268045,0.04358287,0.0002327549,0.0096549,0.0003827185,0.0001565735,0.001287627,0.00001426654,0.01788381],"genre_scores_gemma":[0.9833328,0.01317036,0.0003105813,0.001814133,0.0002463449,0.00005051346,0.0004264975,0.000002139571,0.0006466564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00353601,"threshold_uncertainty_score":0.01067805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063948820569354,"score_gpt":0.2855030814352162,"score_spread":0.2548635932295226,"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."}}