{"id":"W4226110088","doi":"10.1007/s11325-022-02606-1","title":"Potential Use of SGLT-2 Inhibitors in Obstructive Sleep Apnea: A new treatment on the horizon","year":2022,"lang":"en","type":"review","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Dapagliflozin; Type 2 Diabetes Mellitus; Diabetes mellitus; Population; Canagliflozin; Neurology; Sleep apnea; Type 2 diabetes; Quality of life (healthcare); Internal medicine; Endocrinology; Psychiatry","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"],"consensus_categories":[],"category_scores_codex":[0.0003838686,0.0006452492,0.001857272,0.0006806821,0.0002131768,0.00007883444,0.0002366237,0.0003032008,0.0002707769],"category_scores_gemma":[0.00030248,0.0004005039,0.0006344598,0.0007712484,0.000200194,0.0001544591,0.0003248422,0.001195367,0.00001249876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009550092,"about_ca_system_score_gemma":0.0001813611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009730345,"about_ca_topic_score_gemma":0.00002236443,"domain_scores_codex":[0.9965034,0.0005088326,0.0007984557,0.0008118498,0.0008227788,0.0005547073],"domain_scores_gemma":[0.9977494,0.0008734307,0.0003860056,0.0006929181,0.00005599493,0.0002422005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001510514,0.000238745,0.0001148116,0.001375675,0.0007449877,0.000428458,0.0006285562,0.000004774805,0.00001195478,0.0003374164,0.00002350824,0.9959401],"study_design_scores_gemma":[0.004341482,0.004547578,0.0004455968,0.006908144,0.004580402,0.001308324,0.001593477,0.0004647769,0.0001537364,0.0002230199,0.9743959,0.0010376],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01233916,0.9821268,0.00004050766,0.0002601457,0.0007170147,0.003469004,0.0001215532,0.0000535279,0.0008722277],"genre_scores_gemma":[0.007966209,0.9901258,0.0003618075,0.00003437922,0.0006296686,0.0002688846,0.0001557856,0.0001476926,0.0003097534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9949024,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0598049554627661,"score_gpt":0.3184318116664982,"score_spread":0.2586268562037321,"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."}}