{"id":"W2129413765","doi":"10.1183/09031936.00060708","title":"MMP expression and abnormal lung permeability are important determinants of outcome in IPF","year":2008,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Idiopathic pulmonary fibrosis; Bronchoalveolar lavage; Vascular endothelial growth factor; Medicine; Matrix metalloproteinase; Vascular permeability; Metalloproteinase; Tissue inhibitor of metalloproteinase; Angiogenesis; Lung; Fibrosis; Pathology; Internal medicine; VEGF receptors","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":[0.0008509431,0.0001569934,0.000375866,0.0001499827,0.0001450024,0.00001279753,0.0001088161,0.00004480107,0.00007929347],"category_scores_gemma":[0.0001813925,0.0001217136,0.0001451823,0.00008042458,0.0001594759,0.0001696347,0.0000838617,0.0003949343,0.000005189604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006374553,"about_ca_system_score_gemma":0.00008487098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003938666,"about_ca_topic_score_gemma":0.000001975264,"domain_scores_codex":[0.9980848,0.0002972563,0.0008669775,0.0002128952,0.0002951193,0.0002429765],"domain_scores_gemma":[0.9989967,0.00002395225,0.0003646126,0.0002279096,0.0001040424,0.0002827277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187965,0.0001478866,0.9817467,0.0001514895,0.000006883156,0.005960899,0.0002184716,0.000001871738,0.009737678,0.000001649128,0.0002511203,0.0005874156],"study_design_scores_gemma":[0.001190039,0.0008928006,0.9934812,0.0006667799,0.00002852456,0.001750147,0.0001454627,0.00008532552,0.0007185293,0.0000029059,0.0009142289,0.0001240884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968195,0.00163892,0.00001012816,0.00002690542,0.000149886,0.0001276239,0.00001453551,0.00001280461,0.001199701],"genre_scores_gemma":[0.9991395,0.0001585428,0.00008160963,0.000266724,0.0002557516,0.000001046143,8.303579e-7,0.00002569026,0.00007026074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0117345,"threshold_uncertainty_score":0.4963336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246783668879086,"score_gpt":0.2900336057289759,"score_spread":0.257565769040185,"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."}}