{"id":"W4391914114","doi":"10.1007/s11325-023-02976-0","title":"A pilot study to assess the effects of preventing fluid retention in the legs by wearing compression stockings on overnight airway narrowing in mild asthma","year":2024,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Toronto Western Hospital; University of Toronto; University Health Network; Public Health Ontario; Toronto Rehabilitation Institute","funders":"Reseau canadien de recherche respiratoire; Lung Health Foundation","keywords":"Medicine; Anesthesia; Asthma; Airway; Compression stockings; Evening; Bioelectrical impedance analysis; Polysomnography; Obstructive sleep apnea; Plethysmograph; Sleep apnea; Surgery; Internal medicine; Body mass index; Apnea","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008096009,0.000136419,0.000204607,0.0001364281,0.0001384882,0.00007221742,0.0001013053,0.00002449594,0.000003939914],"category_scores_gemma":[0.0001242125,0.00007433907,0.00005255525,0.0002639999,0.00002242801,0.0001233165,0.00007916053,0.0003141204,0.000001678573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004210028,"about_ca_system_score_gemma":0.00001715181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002095716,"about_ca_topic_score_gemma":0.00002695256,"domain_scores_codex":[0.9986621,0.0002778532,0.0002524148,0.0002735908,0.0003487739,0.0001853407],"domain_scores_gemma":[0.9993313,0.0003914961,0.00004386284,0.0001720469,0.00001502033,0.00004624901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00132795,0.004468503,0.3047552,0.003919233,0.0002253027,0.001177092,0.06840374,0.0002958055,0.4797271,0.0001803822,0.0009156016,0.134604],"study_design_scores_gemma":[0.005751444,0.01135013,0.8902513,0.03625224,0.0003668732,0.00006862703,0.02392686,0.008593817,0.02142364,0.00007236545,0.001369346,0.0005733643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960292,0.002250834,0.00008139102,0.0002416404,0.000173439,0.0009397117,0.000001488829,0.00002683214,0.0002554594],"genre_scores_gemma":[0.9995173,0.000009883488,0.00001427989,0.0002428297,0.00007651681,0.00004176183,0.000002716346,0.00001640421,0.00007829707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5854961,"threshold_uncertainty_score":0.3031459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039102131691423,"score_gpt":0.2872794174646723,"score_spread":0.2668883961477581,"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."}}