{"id":"W3120858016","doi":"10.1183/23120541.00775-2020","title":"BronchUK: protocol for an observational cohort study and biobank in bronchiectasis","year":2021,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Grifols; Queen's University Belfast; European Commission; Newcastle University; University College London; Mylan; Queen's University; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Wellcome Trust; National Institute for Health and Care Research; Insmed; Teva Pharmaceutical Industries; Gilead Sciences; COPD Foundation; GlaxoSmithKline; Bristol-Myers Squibb; AstraZeneca; University Hospitals Birmingham NHS Foundation Trust; Pfizer; University Hospital Southampton NHS Foundation Trust; Imperial College London; University of Dundee","keywords":"Bronchiectasis; Medicine; Biobank; Observational study; Cohort; Lung transplantation; Cohort study; Pediatrics; Intensive care medicine; Transplantation; Internal medicine; Lung","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":[0.04544478,0.003111189,0.004177348,0.002927805,0.00349411,0.003837577,0.002586559,0.004754304,0.104716],"category_scores_gemma":[0.05340653,0.003070119,0.003546493,0.003365589,0.001923018,0.002767412,0.002671637,0.004874976,0.02405456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004311432,"about_ca_system_score_gemma":0.01747707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003423322,"about_ca_topic_score_gemma":0.006790064,"domain_scores_codex":[0.9775923,0.01250842,0.005203855,0.001910905,0.00154871,0.001235821],"domain_scores_gemma":[0.9616277,0.01279918,0.005073069,0.008683572,0.009135853,0.002680654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1410796,0.007514741,0.01341946,0.08239994,0.002356882,0.002486212,0.005048934,0.00679832,0.005559776,0.02881197,0.5735914,0.1309327],"study_design_scores_gemma":[0.1079734,0.01043499,0.03181272,0.04031307,0.001035049,0.0009876664,0.00189432,0.003929729,0.002223136,0.01982927,0.778955,0.0006116505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002013444,0.0004771684,0.007016359,0.0005392348,0.0006212076,0.9642815,0.02200485,0.0002831781,0.002763085],"genre_scores_gemma":[0.001166613,0.000120902,0.0040126,0.0002413551,0.00005944923,0.9917911,0.002042393,0.0000255595,0.0005398543],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.104716,"threshold_uncertainty_score":0.3503101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4501913140980944,"score_gpt":0.5862219919367972,"score_spread":0.1360306778387029,"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."}}