{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01217691,0.003196153,0.006825645,0.0009901932,0.001027292,0.001539392,0.001943842,0.00381923,0.0168508],"category_scores_gemma":[0.01845375,0.001255291,0.003999598,0.001333107,0.002275271,0.002109895,0.001384402,0.00278369,0.001689956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328704,"about_ca_system_score_gemma":0.004304096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492616,"about_ca_topic_score_gemma":0.001670626,"domain_scores_codex":[0.987347,0.0093042,0.0009779098,0.001042314,0.0005558629,0.0007726462],"domain_scores_gemma":[0.9874871,0.00565877,0.00234388,0.001344481,0.001427207,0.001738528],"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":[0.9868553,0.006398445,0.0002558685,0.0007043923,0.0008651649,0.00002710575,0.00003076963,0.0001297739,0.0002986825,0.00010896,0.0002512265,0.004074258],"study_design_scores_gemma":[0.9595526,0.03904061,0.00041119,0.00003378757,0.0004139612,0.000006929318,0.00001120192,0.0001591995,0.0000626785,0.00009506008,0.0002055439,0.000007079639],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7057241,0.006658453,0.007559171,0.002834273,0.005499592,0.2625215,0.003669414,0.0005980577,0.004935415],"genre_scores_gemma":[0.6761034,0.002110392,0.01742107,0.002224963,0.001543862,0.2955089,0.001409056,0.00005123973,0.003627068],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0168508,"threshold_uncertainty_score":0.06439847,"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."}}