{"id":"W2437873802","doi":"10.1097/aco.0000000000000265","title":"Obstructive sleep apnea, pain, and opioids","year":2015,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Opioid; Hypoxia (environmental); Obstructive sleep apnea; Perioperative; Intermittent hypoxia; Anesthesia; Sleep apnea; Internal medicine; Receptor","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001402903,0.0006572413,0.002849753,0.0009957497,0.00006087412,0.00002303521,0.0003441187,0.0007246959,0.0000673039],"category_scores_gemma":[0.0009673089,0.0005240819,0.0003083576,0.0006767992,0.0006323039,0.00007673127,0.0003209467,0.00157134,0.0001322936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005055743,"about_ca_system_score_gemma":0.0003379037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001459161,"about_ca_topic_score_gemma":0.000001264332,"domain_scores_codex":[0.9953657,0.00149119,0.0009449099,0.001060893,0.0004003216,0.0007369511],"domain_scores_gemma":[0.9978085,0.0004542536,0.0003346264,0.0006796028,0.000264001,0.0004590719],"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":[0.0000405687,0.0001173043,0.001514376,0.01499371,0.00008268617,0.00001672249,0.00008699327,1.252264e-7,9.022287e-8,0.0007754174,0.0005300043,0.981842],"study_design_scores_gemma":[0.0008946288,0.001247218,0.000925379,0.005470472,0.0001427183,0.000161063,0.00009128016,0.0001007698,1.187265e-7,0.0004682956,0.9900689,0.0004291926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001137459,0.9947988,0.00005986539,0.00007680893,0.002887608,0.001756365,0.00003876685,0.00005840099,0.0002096883],"genre_scores_gemma":[0.00004475421,0.9979802,0.0002584735,0.0000205196,0.0007490654,0.0003439408,0.0004919348,0.00008987924,0.00002122479],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9895388,"threshold_uncertainty_score":0.9997211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118629235595623,"score_gpt":0.4162782490139454,"score_spread":0.2976490134183225,"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."}}