{"id":"W4413835463","doi":"10.1016/j.chest.2025.08.001","title":"OSA in Women","year":2025,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Aging; National Institute on Aging; National Heart, Lung, and Blood Institute; American Sleep Medicine Foundation; American Academy of Sleep Medicine Foundation; U.S. Department of Veterans Affairs","keywords":"Obstructive sleep apnea; Sleep apnea; Sleep (system call); Medicine; Gerontology; Audiology; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007059113,0.001090085,0.002545756,0.004062992,0.0003140296,0.001054033,0.0005913436,0.0009766184,0.007042947],"category_scores_gemma":[0.001839967,0.0004416369,0.001744681,0.003480306,0.0003532985,0.001094206,0.0008880402,0.001090865,0.0008632689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005775149,"about_ca_system_score_gemma":0.002027992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004296197,"about_ca_topic_score_gemma":0.0118062,"domain_scores_codex":[0.9996808,0.00005106623,0.000103852,0.00005573763,0.00007724299,0.00003148065],"domain_scores_gemma":[0.9994076,0.0002802268,0.00018213,0.00001114114,0.0000783552,0.00004046398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003997567,0.00006493393,0.002033002,0.1374857,0.001484454,0.000275777,0.0001158393,0.0001080475,0.0006531721,0.0004650532,0.03037867,0.8265355],"study_design_scores_gemma":[0.0007580103,0.0008123686,0.03125442,0.2307395,0.0178417,0.004713892,0.0006386937,0.0002088926,0.0005556392,0.001313433,0.7110212,0.0001423907],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000106147,0.999358,0.000009109576,0.0001218019,0.0001820168,0.000004560175,0.00002667864,0.000001482737,0.000190199],"genre_scores_gemma":[0.001053465,0.9980386,0.00004175118,0.000361183,0.0002844682,0.000009325627,0.00002833128,6.145283e-7,0.0001823321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007042947,"threshold_uncertainty_score":0.023561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05467222578112348,"score_gpt":0.4020846990457057,"score_spread":0.3474124732645822,"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."}}