{"id":"W2038472258","doi":"10.1183/20734735.011311","title":"Comorbidity and healthcare costs in patients with obstructive sleep apnoea","year":2011,"lang":"en","type":"article","venue":"Breathe","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Continuous positive airway pressure; Comorbidity; Observational study; Intensive care medicine; Health care; Obstructive sleep apnea; Population; Clinical trial; Emergency medicine; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005077426,0.0001139434,0.0004799355,0.001008658,0.0002954733,0.0004950513,0.0001878368,0.0003440377,0.001962267],"category_scores_gemma":[0.005461893,0.0001036033,0.0006061632,0.002135971,0.0001168516,0.0003397038,0.0003587048,0.0005346292,0.00009854061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005999154,"about_ca_system_score_gemma":0.0005634344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005264986,"about_ca_topic_score_gemma":0.008783114,"domain_scores_codex":[0.9992915,0.0002571818,0.0001434565,0.00003863635,0.0002012256,0.00006794108],"domain_scores_gemma":[0.9980143,0.0005477198,0.0009933328,0.00003570937,0.0001659773,0.0002429535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259182,0.00006286043,0.9660813,0.0004351863,0.0005051773,0.0003359388,0.00006130398,0.0002689913,0.00009542295,0.0003733545,0.001541466,0.03001315],"study_design_scores_gemma":[0.00001840174,0.00005673706,0.9965428,0.000170696,0.0001913527,0.001013823,0.000117914,0.0004291326,0.00002807352,0.0003189678,0.001104559,0.000007537058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176484,0.06998385,0.0002768958,0.004304419,0.0001506344,0.00003867961,0.002093883,0.00001151299,0.005491736],"genre_scores_gemma":[0.9851339,0.01308051,0.0003173821,0.0002081929,0.00009627463,0.00002329991,0.0009661942,0.000002035355,0.0001721663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005264986,"threshold_uncertainty_score":0.01046872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595579865202188,"score_gpt":0.270231561263482,"score_spread":0.2442757626114601,"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."}}