{"id":"W2610011489","doi":"10.1093/sleepj/zsx050.475","title":"0476 THE EPIDEMIOLOGY OF OBSTRUCTIVE SLEEP APNEA AND ASTHMA OR CHRONIC OBSTRUCTIVE PULMONARY DISEASE OVERLAP SYNDROMES IN ONTARIO, CANADA: A POPULATION-BASED COHORT STUDY","year":2017,"lang":"en","type":"article","venue":"SLEEP","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; COPD; Asthma; Obstructive sleep apnea; Epidemiology; Population; Cohort; Polysomnography; Cohort study; Internal medicine; Overlap syndrome; Pediatrics; Physical therapy; Apnea; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006800597,0.0004452651,0.0010838,0.0002123485,0.0005044042,0.00002283076,0.0005374225,0.000130832,0.0005733225],"category_scores_gemma":[0.001621128,0.0003240425,0.0001596624,0.0002067652,0.0007345269,0.0002450948,0.0003546187,0.0007324762,0.00000378807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003954289,"about_ca_system_score_gemma":0.003327936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9045737,"about_ca_topic_score_gemma":0.938149,"domain_scores_codex":[0.9961902,0.0004876379,0.0007884277,0.0009817141,0.0007674869,0.0007845131],"domain_scores_gemma":[0.9963077,0.000769669,0.0005281548,0.001629832,0.0002377537,0.0005268638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001637036,0.0004084955,0.9888435,0.0002524161,0.0002901182,0.001197243,0.0001650812,0.0003818215,0.000007654815,0.0002097683,0.00001634049,0.006590538],"study_design_scores_gemma":[0.002297489,0.0002351769,0.9864664,0.0001129977,0.0002679452,0.00007514675,0.0008299129,0.008684165,0.000004821779,0.0006543658,0.00007294203,0.0002986418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936569,0.001253368,0.00001334625,0.0008867999,0.0003672018,0.003146635,0.0001673438,0.00002257903,0.0004858646],"genre_scores_gemma":[0.9987324,0.000009176569,0.00007606375,0.00009622212,0.0001202085,0.0003543218,0.000137802,0.00005218216,0.0004216253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03357526,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02419694196836577,"score_gpt":0.2974771794004332,"score_spread":0.2732802374320674,"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."}}