{"id":"W2901383119","doi":"10.3389/fendo.2018.00659","title":"A Pilot Randomized-Controlled Trial on the Effect of CPAP Treatment on Glycemic Control in Gestational Diabetes: Study Design and Methods","year":2018,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Gestational diabetes; Glycemic; Randomized controlled trial; Population; Pregnancy; Apnea–hypopnea index; Sleep apnea; Obstructive sleep apnea; Polysomnography; Obstetrics; Diabetes mellitus; Apnea; Gestation; Internal medicine; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.002590456,0.0002596841,0.002085274,0.0006458082,0.00005092057,0.000007883929,0.0001293599,0.00005623851,0.00004161277],"category_scores_gemma":[0.004261454,0.0001400021,0.0001546374,0.0001993871,0.0007358451,0.00002608112,0.00002808174,0.0003250493,0.000004932107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931565,"about_ca_system_score_gemma":0.00005371667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005430038,"about_ca_topic_score_gemma":0.000009282437,"domain_scores_codex":[0.9897084,0.00853432,0.0005940793,0.0004075157,0.0002800769,0.0004756016],"domain_scores_gemma":[0.9854435,0.01395069,0.0001654675,0.0003185444,0.0000626441,0.00005913725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9517006,0.0009176477,0.03006676,0.00001040594,0.001097045,0.00004337154,0.000370791,0.00003497985,0.0006316034,0.0001845553,0.00004154477,0.01490071],"study_design_scores_gemma":[0.9132082,0.07237878,0.003426448,0.0000252663,0.0003145571,0.000004089549,0.0001889323,0.006985325,0.002953461,0.0004214468,0.00001014495,0.00008328471],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725968,0.0003072389,0.006554625,0.0005384252,0.0007862875,0.01882499,0.000003483215,0.00001514846,0.0003730073],"genre_scores_gemma":[0.9917542,0.00002807675,0.003487214,0.00008940026,0.0001196523,0.004455399,0.000001890654,0.00002091547,0.00004319134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07146113,"threshold_uncertainty_score":0.5709121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339549975574842,"score_gpt":0.351211810367846,"score_spread":0.3278163106120976,"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."}}