{"id":"W4328001309","doi":"10.5664/jcsm.27600","title":"Prevalence of Sleep Disordered Breathing in Lung Transplant Recipients","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Polysomnography; Lung transplantation; Cohort; Family medicine; Population; Sleep medicine; Gerontology; Pediatrics; Transplantation; Internal medicine; Sleep disorder; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008900329,0.0002816633,0.0004069942,0.001495589,0.0004834196,0.000971546,0.0003787751,0.0009196019,0.002301443],"category_scores_gemma":[0.003202153,0.0004002795,0.0006627154,0.001004496,0.0003376332,0.0008750136,0.0006086285,0.0007588649,0.0003176378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316,"about_ca_system_score_gemma":0.0002807466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459067,"about_ca_topic_score_gemma":0.002828211,"domain_scores_codex":[0.9992136,0.0002353634,0.0001156575,0.0001493277,0.0001184185,0.0001676855],"domain_scores_gemma":[0.9982756,0.0003683831,0.0007779795,0.00008319152,0.0001406001,0.0003543331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000990543,0.0000349271,0.9992218,0.000003862862,0.00001742929,0.00002012333,0.00004228703,0.000006147721,0.0001103348,0.000005742128,0.00002409516,0.0004142401],"study_design_scores_gemma":[0.000004046333,0.00007640508,0.9995046,0.000002163612,0.00001102415,0.0001211891,0.000171261,0.00004949576,0.00002212625,0.000007684737,0.0000273848,0.000002716067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993201,0.000149815,0.00003891153,0.00003622992,0.000006102021,0.000003783798,0.0001836398,0.000002522546,0.0002588538],"genre_scores_gemma":[0.9996275,0.0000602521,0.00002871846,0.00001656034,0.00001212397,0.000006162211,0.0001481438,0.000001209089,0.00009934072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003459067,"threshold_uncertainty_score":0.007699132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05958911396537599,"score_gpt":0.4370500490334281,"score_spread":0.3774609350680521,"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."}}