{"id":"W2910889374","doi":"10.1155/2019/1683124","title":"Distance to Specialist Medical Care and Diagnosis of Obstructive Sleep Apnea in Rural Saskatchewan","year":2019,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sleep apnea; Obstructive sleep apnea; Medical diagnosis; Cross-sectional study; Emergency medicine; Health care; Family medicine; Pediatrics; Demography; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000678258,0.0002408635,0.0002291743,0.0008309679,0.0008342607,0.0007644617,0.0006684873,0.0003343238,0.002941386],"category_scores_gemma":[0.002668995,0.0003649463,0.0003622934,0.002139898,0.000461208,0.0005921749,0.001237343,0.0005669695,0.000278653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806153,"about_ca_system_score_gemma":0.004543758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6756997,"about_ca_topic_score_gemma":0.7806199,"domain_scores_codex":[0.9993207,0.0002067523,0.00007578302,0.0001461389,0.00009800405,0.0001526149],"domain_scores_gemma":[0.9980939,0.0003938462,0.0006642194,0.0001074466,0.0003192149,0.0004213251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000416325,0.00002780409,0.9968688,0.00003163572,0.00006925584,0.0001046971,0.0004097036,0.00009683151,0.0002212683,0.00003478599,0.0002585653,0.001834955],"study_design_scores_gemma":[0.000005040235,0.00002590726,0.998189,0.00002812969,0.00001974598,0.00006371189,0.001220483,0.0001856147,0.00002641952,0.00002854766,0.0001996478,0.000007642603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979643,0.0002077046,0.00007427089,0.0001829958,0.000006802873,0.0000201245,0.000786532,0.000003601282,0.0007536963],"genre_scores_gemma":[0.9989136,0.0002373364,0.00007468421,0.00009530454,0.000003819215,0.00002188157,0.0003237094,0.000001758586,0.000327868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3243003,"threshold_uncertainty_score":0.6524203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224588859386852,"score_gpt":0.2753923309186154,"score_spread":0.2631464423247468,"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."}}