{"id":"W2326021311","doi":"10.1164/rccm.201602-0254st","title":"An American Thoracic Society Official Research Statement: Future Directions in Lung Fibrosis Research","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Medical Research Council; Canadian Institutes of Health Research; College of Engineering, Michigan State University; National Institutes of Health; Bundesministerium für Bildung und Forschung; Bayer HealthCare; Galecto; Canadian Pulmonary Fibrosis Foundation; University College Dublin; Wellcome Trust; Sunovion; Pulmonary Fibrosis Foundation; Michigan State University; F. Hoffmann-La Roche; FibroGen; Gilead Sciences; U.S. Department of Veterans Affairs; Yale University; Pfizer; Biogen; Genentech; National Jewish Health; Veracyte; Massachusetts General Hospital; University of California, San Francisco; Hastings Foundation; GlaxoSmithKline; AstraZeneca; Amgen; American Thoracic Society","keywords":"Medicine; Statement (logic); Lung fibrosis; Lung; Field (mathematics); Intensive care medicine; Pulmonary fibrosis; Pathology; Internal medicine; Law","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":[0.07199094,0.002113303,0.003002931,0.003556366,0.006541235,0.01611212,0.004955506,0.03139403,0.03506436],"category_scores_gemma":[0.06127955,0.001392112,0.003822949,0.004452802,0.005500151,0.009957465,0.00741836,0.03620451,0.03971552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00532553,"about_ca_system_score_gemma":0.06824227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093504,"about_ca_topic_score_gemma":0.007722209,"domain_scores_codex":[0.9632049,0.008104738,0.004327045,0.002535156,0.01665813,0.005170051],"domain_scores_gemma":[0.7792246,0.04021328,0.01147263,0.009065666,0.1089183,0.0511055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000823481,0.0001524668,0.000631885,0.0006101429,0.00003078691,0.0001599819,0.0001402981,0.00008287414,0.0004575442,0.0028082,0.9462783,0.04856505],"study_design_scores_gemma":[0.00008602969,0.0001169095,0.001240868,0.001647062,0.00005318982,0.0002351678,0.0002378613,0.0002192807,0.0002814477,0.004479823,0.991358,0.00004421601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004317532,0.02976223,0.002700811,0.6546623,0.2930619,0.0004044583,0.0006666044,0.0003478481,0.0179622],"genre_scores_gemma":[0.009531122,0.1003556,0.02221822,0.355028,0.4156355,0.001769436,0.003775647,0.0006152986,0.09107125],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07199094,"threshold_uncertainty_score":0.3807291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04871296591319032,"score_gpt":0.443854049671063,"score_spread":0.3951410837578727,"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."}}