{"id":"W2077008996","doi":"10.1371/journal.pone.0090021","title":"Cardiovascular and Psychiatric Morbidity in Obstructive Sleep Apnea (OSA) with Insomnia (Sleep Apnea Plus) versus Obstructive Sleep Apnea without Insomnia: A Case-Control Study from a Nationally Representative US Sample","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sleep and related disorders","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Insomnia; Obstructive sleep apnea; Sleep apnea; Internal medicine; Apnea; Anxiety; Pediatrics; 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":[0.0006918549,0.0008932664,0.001687828,0.0007529692,0.0004812116,0.0001216038,0.0005287799,0.0006069375,0.0002351498],"category_scores_gemma":[0.0007480546,0.0008336633,0.0003221529,0.001380731,0.000529934,0.0004827613,0.0001897877,0.001416694,0.00009334207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211315,"about_ca_system_score_gemma":0.00008050232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01402836,"about_ca_topic_score_gemma":0.004478279,"domain_scores_codex":[0.9929869,0.001662149,0.0009494316,0.00211504,0.001309674,0.0009768713],"domain_scores_gemma":[0.9952374,0.001882483,0.0005324864,0.001477041,0.0004846875,0.0003859276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01578362,0.0104096,0.8223379,0.00008753501,0.08020493,0.001453588,0.04998327,0.005288478,0.0001190035,0.0007995351,0.00004558594,0.01348691],"study_design_scores_gemma":[0.1114192,0.003409302,0.7962219,0.00007066041,0.01443395,0.0002607073,0.04181863,0.02724748,0.0001048329,0.002613278,0.00007847146,0.002321558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846538,0.002073579,0.005259132,0.0001703075,0.0008372192,0.003587903,0.0005790856,0.0002230839,0.002615846],"genre_scores_gemma":[0.9942306,0.0000262594,0.003943892,0.0001503833,0.0004410355,0.0009026445,0.0001137223,0.0001615203,0.00002993115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09563561,"threshold_uncertainty_score":0.9994114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292628924429791,"score_gpt":0.2585025230538068,"score_spread":0.2355762338095089,"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."}}