{"id":"W4295012107","doi":"10.1016/j.smrv.2022.101674","title":"Persistence and prevalence of sleep-disordered breathing after delivery: A scoping review of longitudinal and cross-sectional studies","year":2022,"lang":"en","type":"review","venue":"Sleep Medicine Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Pregnancy; Cross-sectional study; Postpartum period; Obstetrics; Longitudinal study; Sleep disordered breathing; Preterm delivery; Birth weight; Pediatrics; Internal medicine; Gestation; Obstructive sleep apnea","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004370432,0.0007647972,0.00668477,0.0005352047,0.0001675156,0.00001162961,0.0003606067,0.0001806608,0.001509363],"category_scores_gemma":[0.005129811,0.0005299983,0.0007307401,0.0009593389,0.001698049,0.000182378,0.0007822924,0.0009527882,0.000005678387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793661,"about_ca_system_score_gemma":0.0002002769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409685,"about_ca_topic_score_gemma":0.000005017837,"domain_scores_codex":[0.9930189,0.0009471001,0.003002828,0.001193743,0.001353018,0.0004843955],"domain_scores_gemma":[0.9953201,0.001128285,0.001780728,0.0009120631,0.0005797668,0.0002790587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003154485,0.00004078746,0.006647265,0.5747718,0.0004345184,0.00003496553,0.0001345417,1.857149e-8,9.72599e-7,0.000006195327,0.00001834752,0.4178791],"study_design_scores_gemma":[0.0008790115,0.0007665185,0.003000321,0.8942243,0.006089369,0.001283337,0.0000943472,0.000006178144,6.287206e-7,0.000006686418,0.09326988,0.0003793914],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003273461,0.9929125,0.00001812981,0.00008966732,0.0002570604,0.006128806,0.0000688557,0.00001935521,0.0001783006],"genre_scores_gemma":[0.00007744809,0.9978937,0.0005365759,0.0001017634,0.0002084844,0.0009672118,0.00005153272,0.00006730471,0.00009598192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4174997,"threshold_uncertainty_score":0.9997151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891315213650073,"score_gpt":0.4486789888130128,"score_spread":0.2595474674480055,"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."}}