{"id":"W4285392775","doi":"10.1007/s11325-022-02681-4","title":"Adherence and efficacy of mandibular advancement splint treatment of sleep-disordered breathing during pregnancy: a pilot study","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University","funders":"","keywords":"Medicine; Pregnancy; Polysomnography; Postpartum period; Obstetrics; Sleep apnea; Gestation; Oral appliance; Cohort; Anesthesia; Apnea; Internal medicine","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":[0.0002202752,0.0002643295,0.0006170034,0.0002462821,0.0003384335,0.00001922285,0.0001121792,0.00002741153,0.0001146395],"category_scores_gemma":[0.00004834589,0.0002328908,0.00007217312,0.0002661876,0.000128184,0.000114368,0.0003575532,0.0002102768,7.332211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208152,"about_ca_system_score_gemma":0.00002545506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004904474,"about_ca_topic_score_gemma":0.00001707611,"domain_scores_codex":[0.997797,0.0001452402,0.0005066625,0.000555868,0.0006271817,0.0003680661],"domain_scores_gemma":[0.999013,0.0001231933,0.0002086166,0.0004116816,0.00009154744,0.0001519387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006488344,0.01713929,0.4310283,0.001625645,0.002243592,0.001449685,0.04293503,0.0003774196,0.1158171,0.0003149635,7.07112e-7,0.38058],"study_design_scores_gemma":[0.08576088,0.1138721,0.7073178,0.001436304,0.002268777,0.001618108,0.03668052,0.007116633,0.04231096,0.0003335653,0.0001136038,0.001170666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927939,0.004766279,0.0001603361,0.0001007358,0.00008184648,0.001847164,0.00002790262,0.00003596415,0.0001859093],"genre_scores_gemma":[0.9985633,0.0002242429,0.0008497124,0.000005227967,0.00003117429,0.000175266,0.00001269272,0.00003450072,0.0001039052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3794093,"threshold_uncertainty_score":0.9497013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915325213483355,"score_gpt":0.3015487532510442,"score_spread":0.2723955011162107,"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."}}