{"id":"W3026032531","doi":"10.1016/s2213-2600(20)30225-3","title":"Pulmonary fibrosis and COVID-19: the potential role for antifibrotic therapy","year":2020,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1116,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Roche Products; Canadian Pulmonary Fibrosis Foundation; GlaxoSmithKline","keywords":"Medicine; Pulmonary fibrosis; Pneumonia; Internal medicine; Idiopathic pulmonary fibrosis; Pandemic; Intensive care medicine; Fibrosis; ARDS; Diffuse alveolar damage; Disease; Coronavirus; Coronavirus disease 2019 (COVID-19); Immunology; Lung; Acute respiratory distress; Infectious disease (medical specialty)","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":[0.001092339,0.0008231461,0.002266813,0.001739688,0.0002557061,0.001540814,0.0008982906,0.001863451,0.007193587],"category_scores_gemma":[0.001593356,0.000260735,0.0008268156,0.001651021,0.0005265676,0.001568086,0.0009955652,0.003034857,0.002180554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007413586,"about_ca_system_score_gemma":0.00138224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133425,"about_ca_topic_score_gemma":0.003341431,"domain_scores_codex":[0.9996889,0.00007624867,0.00004040171,0.00003885565,0.0001182842,0.00003737138],"domain_scores_gemma":[0.9990923,0.0005516051,0.0001133663,0.00001757877,0.0001514996,0.0000736006],"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":[0.0002487954,0.00007559259,0.000144944,0.02171577,0.0002117488,0.0001784485,0.00003967234,0.0003386846,0.0009050168,0.005531274,0.06794661,0.9026635],"study_design_scores_gemma":[0.0001044345,0.0001241719,0.0006072609,0.007932588,0.0002480298,0.0005178232,0.00004893386,0.0001089003,0.0001359064,0.002763448,0.9873871,0.00002134376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002977687,0.9987848,0.00003160783,0.0004149316,0.000296202,0.000002120495,0.00001567036,0.000003187408,0.0004216262],"genre_scores_gemma":[0.0003838514,0.9981858,0.00009638435,0.0005346453,0.0004081452,0.000004892896,0.00003135106,0.0000012733,0.0003536687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007193587,"threshold_uncertainty_score":0.02406496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019298632805626,"score_gpt":0.3774484325524051,"score_spread":0.2755185692718425,"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."}}