{"id":"W4311487211","doi":"10.1183/13993003.03187-2021","title":"Progressive pulmonary fibrosis: an expert group consensus statement","year":2022,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Versus Arthritis; National Institute for Health and Care Research","keywords":"Medicine; Intensive care medicine; Lung transplantation; Interstitial lung disease; Pulmonary hypertension; Pulmonary fibrosis; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001749032,0.0008519214,0.001790071,0.0004970368,0.0007866972,0.0002398766,0.0006665842,0.0001491436,0.003746052],"category_scores_gemma":[0.0001047424,0.0006701432,0.001428276,0.0003123163,0.000212558,0.0001814145,0.0003867527,0.002102778,0.0002387048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007607545,"about_ca_system_score_gemma":0.001029848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002387816,"about_ca_topic_score_gemma":1.348881e-7,"domain_scores_codex":[0.992047,0.0034004,0.001873747,0.0008619211,0.001062472,0.0007544809],"domain_scores_gemma":[0.9963845,0.00009676333,0.00133569,0.0008943796,0.0001510537,0.001137606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0010825,0.0008215878,0.000004613998,0.004915309,0.0004721979,0.05826264,0.0001056168,6.581816e-7,0.00002315757,0.00002894546,0.017003,0.9172798],"study_design_scores_gemma":[0.0005363536,0.00703004,0.00001575172,0.0173666,0.001163455,0.01247106,0.0002974749,0.000004006648,3.641749e-7,0.000004031241,0.9604634,0.0006474642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007255967,0.9889949,0.000007811946,0.00003737403,0.001250097,0.001102066,0.0002454455,0.0001415652,0.008148182],"genre_scores_gemma":[0.0000543989,0.9931995,0.0002740429,0.0009116464,0.00428661,0.0001091278,0.0003139748,0.0003612849,0.0004893737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9434604,"threshold_uncertainty_score":0.999575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0893396531699256,"score_gpt":0.3640624349248877,"score_spread":0.2747227817549621,"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."}}