{"id":"W4387746952","doi":"10.1016/s1569-1993(23)01527-8","title":"605 Description of sleep breathing disorder prevalence, risk factors, and treatment in adults with cystic fibrosis","year":2023,"lang":"en","type":"article","venue":"Journal of Cystic Fibrosis","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto; University of Alabama at Birmingham; Virginia Commonwealth University; Cystic Fibrosis Foundation","keywords":"Cystic fibrosis; Medicine; Pediatrics; Breathing; Sleep disordered breathing; Internal medicine; Intensive care medicine; Psychiatry; Obstructive sleep apnea","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125801,0.000147152,0.0003119388,0.001231582,0.0005729271,0.0003522863,0.0001948083,0.000325832,0.003334545],"category_scores_gemma":[0.0009843155,0.0001093881,0.000667698,0.001463928,0.0001054481,0.0003573789,0.0003104492,0.0003256966,0.0003593599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003771819,"about_ca_system_score_gemma":0.000518003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171427,"about_ca_topic_score_gemma":0.01485389,"domain_scores_codex":[0.9997802,0.00002227133,0.00006041138,0.00003861567,0.00005426987,0.00004426912],"domain_scores_gemma":[0.9995722,0.00007501464,0.0001648451,0.00001267363,0.00009440285,0.00008091277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008029249,0.00005332874,0.9931371,0.00004899263,0.00003861395,0.000155472,0.00009135517,0.00003013479,0.0003135841,0.00003501636,0.000464257,0.005551804],"study_design_scores_gemma":[0.000003545826,0.00006972111,0.9985176,0.00003725754,0.000017267,0.000433641,0.0002448376,0.0000611261,0.00005945606,0.00001203987,0.0005404254,0.000003120246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799941,0.003001977,0.0003213295,0.0002798257,0.00004398263,0.0001012049,0.008418964,0.00003304048,0.007805648],"genre_scores_gemma":[0.9905459,0.001510061,0.000609169,0.0001745747,0.00003587122,0.00009705016,0.005619873,0.000006244633,0.001401305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171427,"threshold_uncertainty_score":0.02329218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387276393321636,"score_gpt":0.3174383632204897,"score_spread":0.2935655992872733,"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."}}