{"id":"W2977493967","doi":"10.1513/annalsats.201907-507ed","title":"The Challenge of Screening for Obstructive Sleep Apnea in Pregnancy","year":2019,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Obstructive sleep apnea; Pregnancy; Obstetrics; Sleep (system call); Sleep apnea; Sleep apnea syndromes; Intensive care medicine; Polysomnography; Apnea; Internal medicine","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":[0.005042375,0.0006298561,0.001129154,0.001172541,0.004154786,0.003011053,0.001471877,0.04405785,0.003697925],"category_scores_gemma":[0.04980857,0.0007705685,0.0009474746,0.0006106028,0.002985198,0.004106182,0.001455116,0.03356671,0.0019777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003433237,"about_ca_system_score_gemma":0.004562539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006927227,"about_ca_topic_score_gemma":0.009018178,"domain_scores_codex":[0.9952626,0.002245836,0.0006382671,0.0003658397,0.001001891,0.0004855458],"domain_scores_gemma":[0.9826651,0.01139653,0.0008899121,0.0003911443,0.001894715,0.00276262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001112028,0.0001466478,0.008442144,0.0001594821,0.00003514735,0.02260384,0.0007282515,0.0002303025,0.0004366312,0.006284126,0.9272846,0.03353763],"study_design_scores_gemma":[0.0004050675,0.0005000574,0.01335929,0.00402794,0.0001466215,0.05802164,0.005163242,0.00339419,0.0005026142,0.03913667,0.8751016,0.0002410672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006120103,0.001016769,0.00005447349,0.9901038,0.006878651,0.00000432617,0.0000116688,0.000006222258,0.001312064],"genre_scores_gemma":[0.01809902,0.00594213,0.0006230093,0.817068,0.1547317,0.00005461965,0.00004081349,0.00002954985,0.003411295],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04405785,"threshold_uncertainty_score":0.02666694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106305628557578,"score_gpt":0.4068496390229011,"score_spread":0.2962190761671434,"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."}}