{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002390608,0.0003340772,0.0005159997,0.000425537,0.0001825862,0.0003433584,0.0001884464,0.0005066147,0.001236238],"category_scores_gemma":[0.0001518421,0.0001194366,0.0003430931,0.0001998844,0.0002740496,0.0003697421,0.0002060143,0.001124792,0.0003198021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001411814,"about_ca_system_score_gemma":0.0001767792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003455518,"about_ca_topic_score_gemma":0.0004219086,"domain_scores_codex":[0.9997917,0.00003445315,0.00002417337,0.00003164525,0.00006328258,0.00005479847],"domain_scores_gemma":[0.999815,0.00002383867,0.0000453647,0.00002543846,0.00002026049,0.00007004933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000369201,0.0002041237,0.0001779209,0.00002996108,0.000004228262,0.00009737709,0.00001927711,0.00006516232,0.9976109,0.0000309903,0.00002436223,0.00136645],"study_design_scores_gemma":[0.00007326794,0.006054093,0.01410178,0.00001615068,0.00003592971,0.0006657914,0.0000950526,0.001367582,0.9758608,0.00006635734,0.001650716,0.00001241123],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996011,0.0009519428,0.001848396,0.0000596157,0.00006618286,0.00005202878,0.0001861269,0.00009290954,0.0007319298],"genre_scores_gemma":[0.9947377,0.0006876904,0.001677088,0.00005237751,0.00002149946,0.00006164097,0.0004010104,0.00001917464,0.002341903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001236238,"threshold_uncertainty_score":0.004135609,"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."}}