{"id":"W4283661069","doi":"10.1513/annalsats.202202-110oc","title":"Hemoptysis and the Risk for Lung Transplant or Death without Transplant in Individuals with Cystic Fibrosis in the United States","year":2022,"lang":"en","type":"review","venue":"Annals of the American Thoracic Society","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; National Institutes of Health; Cystic Fibrosis Foundation","keywords":"Medicine; Cystic fibrosis; Lung transplantation; Lung; Intensive care medicine; Lung disease; Internal medicine","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":[0.0009394819,0.0002151861,0.0002850363,0.0008204135,0.0003197409,0.0005655492,0.0004027182,0.0004972952,0.001849422],"category_scores_gemma":[0.003224415,0.0001814709,0.0006805158,0.001003688,0.0002848048,0.0004888282,0.0004595016,0.0006705383,0.0001374395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921169,"about_ca_system_score_gemma":0.0004509135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109725,"about_ca_topic_score_gemma":0.01116714,"domain_scores_codex":[0.9994583,0.0001927934,0.0000664893,0.0001364713,0.00008429615,0.00006162229],"domain_scores_gemma":[0.9963596,0.0008606567,0.001870245,0.0001766216,0.0002892665,0.0004436687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005400843,0.00001108801,0.9989772,0.00001487639,0.00005323651,0.00001993648,0.000008531686,0.00003847816,0.00002050314,0.000015443,0.0001742553,0.0006124549],"study_design_scores_gemma":[0.00000788657,0.00003273716,0.9988771,0.00003701016,0.00007630478,0.0001607004,0.00007283886,0.0005105843,0.00002743906,0.00004772608,0.0001464292,0.0000032475],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9932317,0.002801281,0.0001726159,0.0006104084,0.00003316506,0.00001091698,0.002370993,0.000009829222,0.0007590717],"genre_scores_gemma":[0.9982864,0.000578221,0.0001284458,0.00009605425,0.00005270356,0.000008382792,0.0007639417,0.000001727098,0.00008407102],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0109725,"threshold_uncertainty_score":0.02181727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267380098662416,"score_gpt":0.4416715874444729,"score_spread":0.3149335775782314,"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."}}