{"id":"W3112862224","doi":"10.1002/ppul.25215","title":"Lung transplant referrals for individuals with cystic fibrosis: A pediatric perspective on the cystic fibrosis foundation consensus guidelines","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Cystic fibrosis; Lung transplantation; Intensive care medicine; Referral; Consensus conference; Lung; Lung disease; Perspective (graphical); Transplantation; Family medicine; Pediatrics; Internal medicine","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":[0.0006229139,0.0004967524,0.0008079346,0.0004311228,0.0003491546,0.00008049018,0.0004087415,0.000244607,0.0001669288],"category_scores_gemma":[0.00695799,0.0003286732,0.0002141082,0.001211342,0.0002227386,0.0001087902,0.00007733534,0.0005793963,0.0001411219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008076,"about_ca_system_score_gemma":0.0006731435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000088557,"about_ca_topic_score_gemma":0.00001693066,"domain_scores_codex":[0.9961895,0.0002961374,0.0008495642,0.0009977816,0.0007353898,0.0009316611],"domain_scores_gemma":[0.9938704,0.003975981,0.0003914253,0.0005254099,0.0008372023,0.000399546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0820929,0.002607137,0.5421082,0.00987622,0.003145713,0.00108761,0.01134367,0.006256068,0.01804002,0.02446458,0.2906411,0.008336879],"study_design_scores_gemma":[0.08016291,0.1014116,0.5059374,0.001621426,0.03860855,0.003991373,0.01961,0.1124689,0.006586381,0.02337716,0.09588455,0.01033974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8527797,0.008750365,0.01880324,0.1105177,0.0004541321,0.006478741,0.001028945,0.0005244527,0.0006626302],"genre_scores_gemma":[0.9693892,0.0009454995,0.02386543,0.001785364,0.002653394,0.0008841767,0.0002127977,0.0001027557,0.0001613833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947565,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749062407328796,"score_gpt":0.3404419041981335,"score_spread":0.2929512801248456,"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."}}