{"id":"W3131776163","doi":"10.3389/fmed.2021.640020","title":"Improved Alveolar Dynamics and Structure After Alveolar Epithelial Type II Cell Transplantation in Bleomycin Induced Lung Fibrosis","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Deutsches Zentrum für Lungenforschung; Sociedad Española de Neumología y Cirugía Torácica; Fundació la Marató de TV3; Ministerio de Economía y Competitividad; Medizinischen Hochschule Hannover; European Regional Development Fund; Deutsche Forschungsgemeinschaft; European Respiratory Society","keywords":"Bleomycin; Lung; Pulmonary fibrosis; Pathology; Fibrosis; Lung transplantation; Medicine; Idiopathic pulmonary fibrosis; Alveolar Wall; Transplantation; Pulmonary compliance; Tidal volume; Diffuse alveolar damage; Respiratory system; Internal medicine; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001888032,0.0002673676,0.0006257009,0.0002888608,0.00006363516,0.00001155463,0.00008301379,0.0002701977,0.0002258135],"category_scores_gemma":[0.00009178951,0.0002371248,0.00007171373,0.0004730249,0.0001087322,0.0001735145,0.00004323804,0.0005106906,7.538412e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389195,"about_ca_system_score_gemma":0.0001750522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210784,"about_ca_topic_score_gemma":0.0001606714,"domain_scores_codex":[0.9983333,0.00009707492,0.0004590201,0.0004724909,0.0002766993,0.0003614133],"domain_scores_gemma":[0.9992973,0.00002693162,0.0000781033,0.0002638949,0.0001399369,0.0001938762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03360748,0.0007187375,0.3922623,0.005593096,0.0003102889,0.00468832,0.01092497,0.00003795592,0.5294529,0.0001046774,0.005276165,0.01702304],"study_design_scores_gemma":[0.03816364,0.01415303,0.7298434,0.01096776,0.003346218,0.0007536751,0.01269044,0.1353552,0.04878309,0.00132748,0.002340537,0.002275635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865229,0.008169804,0.001187865,0.001813411,0.001351552,0.0004327348,0.0001485759,0.00002657431,0.000346545],"genre_scores_gemma":[0.9931142,0.001422273,0.003115153,0.001057954,0.0003297994,0.00001761285,0.0005083181,0.00003754084,0.0003971857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4806699,"threshold_uncertainty_score":0.9669668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003865918576503191,"score_gpt":0.2248843659622189,"score_spread":0.2210184473857157,"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."}}