{"id":"W4396502659","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4555","title":"The Cardiorespiratory Burden of Central and Obstructive Sleep Apnea and Risk of Respiratory Depression in Individuals on Chronic Opioids Therapy","year":2024,"lang":"en","type":"article","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Cardiorespiratory fitness; Depression (economics); Obstructive sleep apnea; Medicine; Respiratory system; Sleep apnea; Sleep (system call); Intensive care medicine; Physical therapy; Internal medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002383376,0.0002033628,0.0002935236,0.0003984424,0.0005632003,0.0007450382,0.0002785401,0.000509679,0.00171132],"category_scores_gemma":[0.001694164,0.0002660763,0.0005464028,0.0006102587,0.0001715171,0.0004705211,0.0004782343,0.0008297042,0.000100221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003043393,"about_ca_system_score_gemma":0.0002813414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293934,"about_ca_topic_score_gemma":0.0246024,"domain_scores_codex":[0.999801,0.00004552685,0.00002683633,0.00003361825,0.00003981096,0.00005324486],"domain_scores_gemma":[0.9991882,0.0001138263,0.0004142704,0.00002944667,0.00006806726,0.0001861518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008615469,0.00003137432,0.9985548,0.000007992738,0.00007570653,0.0000402663,0.00003278995,0.00001504609,0.00008661035,0.00001271649,0.00003421276,0.001022448],"study_design_scores_gemma":[0.000002000792,0.00002488812,0.999691,0.000005742846,0.00002246773,0.00005593672,0.00008782744,0.00005752661,0.000007042909,0.00001236293,0.00003196243,0.000001315054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982972,0.000773969,0.00002822106,0.0001170419,0.00001246119,0.000006199752,0.0001764279,7.822185e-7,0.0005876399],"genre_scores_gemma":[0.9992663,0.0003357757,0.00003983762,0.00004783771,0.00001903611,0.000002894899,0.0001191817,4.376792e-7,0.0001687041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01293934,"threshold_uncertainty_score":0.02572805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600243643291155,"score_gpt":0.294453010051923,"score_spread":0.2784505736190114,"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."}}