{"id":"W2098973825","doi":"10.1183/09031936.00211914","title":"Lung clearance index in cystic fibrosis subjects treated for pulmonary exacerbations","year":2015,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Cystic Fibrosis Trust; National Institute for Health and Care Research","keywords":"Medicine; Cystic fibrosis; Spirometry; Internal medicine; Observational study; Lung; Pulmonary function testing; Asthma","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693258,0.0001973419,0.0003101398,0.0004370125,0.0001614422,0.0000976419,0.0002175996,0.00004798411,0.00007296739],"category_scores_gemma":[0.002008173,0.0001725638,0.0001165495,0.000497835,0.0001123687,0.0003021114,0.00006115875,0.0005577903,0.00009596389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662586,"about_ca_system_score_gemma":0.0003745093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005754167,"about_ca_topic_score_gemma":0.000007851873,"domain_scores_codex":[0.9975482,0.0005302196,0.0005521975,0.0003071133,0.0005520727,0.0005102406],"domain_scores_gemma":[0.9983214,0.0002170516,0.0001603743,0.000309479,0.0003861618,0.000605516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01623832,0.001190217,0.7422965,0.0006083898,0.0002056926,0.006735814,0.001173811,0.004094323,0.08740567,0.0001196791,0.05676276,0.08316888],"study_design_scores_gemma":[0.007366976,0.001644652,0.8147683,0.0008994372,0.00005905499,0.0007919606,0.0003635047,0.003913647,0.001431025,0.0001668449,0.1682303,0.0003643094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762766,0.006421018,0.003396461,0.0003670156,0.0002765203,0.0008915017,0.00002874904,0.00009837692,0.01224377],"genre_scores_gemma":[0.9960072,0.00003943496,0.002053821,0.000317721,0.0006233543,0.00003160695,0.000009192751,0.00008269944,0.0008349878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1114675,"threshold_uncertainty_score":0.7036949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392802568098785,"score_gpt":0.323876840194018,"score_spread":0.2799488145130302,"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."}}