{"id":"W2045651005","doi":"10.5665/sleep.1156","title":"Pregnant Women with Gestational Hypertension May Have a High Frequency of Sleep Disordered Breathing","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation; University of Saskatchewan","keywords":"Sleep disordered breathing; Medicine; Sleep (system call); Breathing; Polysomnography; Pregnancy; Cardiology; Obstetrics; Gestational hypertension; Gestation; Audiology; Internal medicine; Obstructive sleep apnea; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002710698,0.0001546883,0.0001966329,0.0002633776,0.0002787099,0.0002608312,0.00009386129,0.0002707152,0.001902068],"category_scores_gemma":[0.002117303,0.0001476331,0.0001225135,0.0003489483,0.0001988122,0.0001938158,0.0001884484,0.0002363568,0.0001687811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139131,"about_ca_system_score_gemma":0.0001582282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125901,"about_ca_topic_score_gemma":0.001514782,"domain_scores_codex":[0.9998311,0.00006158217,0.00001861946,0.00002494933,0.00003331036,0.00003051791],"domain_scores_gemma":[0.9994011,0.0001994199,0.000287395,0.00002640236,0.00002955128,0.00005618018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002001461,0.00003304422,0.9873542,0.00003512698,0.00002755119,0.001471784,0.0002925855,0.0000227556,0.001868544,0.0000420039,0.0001133174,0.008538874],"study_design_scores_gemma":[0.00001032492,0.000234815,0.9923456,0.00001699767,0.00003910707,0.006038476,0.0003584326,0.00007414215,0.0003059946,0.0001187654,0.0004536753,0.000003659382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984781,0.0005346359,0.0001228824,0.0001351791,0.00001155521,0.000008433287,0.00005302006,0.000005641274,0.0006504483],"genre_scores_gemma":[0.9992496,0.0003334455,0.0002126702,0.0000491576,0.00001625749,0.000006933685,0.00003585765,8.993291e-7,0.00009519096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902068,"threshold_uncertainty_score":0.006363094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266755765528517,"score_gpt":0.2528257210117348,"score_spread":0.2261501444588831,"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."}}