{"id":"W3009803632","doi":"10.5664/jcsm.8392","title":"Prevalence of sleep-disordered breathing in opioid users with chronic pain: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Women's College Hospital; London Health Sciences Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pain medicine; Sleep medicine; Family medicine; Psychiatry; Anesthesiology; Sleep disorder","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01918539,0.0007959791,0.03162848,0.00108813,0.00003676981,0.00001522622,0.0008032824,0.0004470747,0.0007104581],"category_scores_gemma":[0.02359344,0.0003913616,0.004233485,0.002828767,0.0007392291,0.0001666954,0.000180919,0.003124045,0.000005321633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902292,"about_ca_system_score_gemma":0.0005856084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002871703,"about_ca_topic_score_gemma":0.00001804271,"domain_scores_codex":[0.9822578,0.004518552,0.009638981,0.0007678662,0.002330856,0.0004858752],"domain_scores_gemma":[0.9821599,0.007231518,0.007677035,0.001031362,0.001024931,0.0008752368],"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":[0.0001062204,0.0001785702,0.000499498,0.8035511,0.1538133,0.0006825145,0.00006630699,0.000001606252,9.552133e-8,0.000006042468,0.00003187985,0.04106292],"study_design_scores_gemma":[0.001952145,0.003494874,0.000161081,0.2380199,0.751839,0.0006387814,0.00004731314,0.0001302996,8.33754e-8,0.000007207679,0.003475301,0.0002340178],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001513265,0.992289,0.0006211612,0.00301131,0.00007726195,0.003902687,0.00002557395,0.00001058903,0.00004727217],"genre_scores_gemma":[0.0007302585,0.9972607,0.000787125,0.0006354818,0.0003327596,0.00009317732,0.00001269773,0.00007823664,0.00006950661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5980257,"threshold_uncertainty_score":0.9998538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415891667993641,"score_gpt":0.4510289057154239,"score_spread":0.3094397389160598,"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."}}