{"id":"W3006532268","doi":"10.1186/s12931-020-1296-3","title":"Progression of fibrosing interstitial lung disease","year":2020,"lang":"en","type":"review","venue":"Respiratory Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Inselspital, Universitätsspital Bern; University of Bern","keywords":"Medicine; Interstitial lung disease; Idiopathic pulmonary fibrosis; Usual interstitial pneumonia; Pathological; Lung; Pulmonary function testing; Idiopathic interstitial pneumonia; Pulmonary fibrosis; Disease; Clinical trial; Internal medicine; Pirfenidone; Pathology; Intensive care medicine; Oncology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007896898,0.0007234153,0.001718849,0.003071781,0.0002473531,0.0009632623,0.0007863198,0.0008004474,0.004034387],"category_scores_gemma":[0.001387552,0.0002276464,0.0006701676,0.002470516,0.000387316,0.001052427,0.0005383746,0.001108775,0.001648815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005633171,"about_ca_system_score_gemma":0.001450817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302741,"about_ca_topic_score_gemma":0.002965423,"domain_scores_codex":[0.999651,0.00005933918,0.00008317737,0.00005331282,0.0001296377,0.00002355362],"domain_scores_gemma":[0.9992833,0.000375489,0.0001252455,0.00001604243,0.0001612686,0.00003877327],"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":[0.00006759508,0.00003198405,0.0002663149,0.03640294,0.0001507372,0.0001232654,0.00004784089,0.0001386281,0.0004562605,0.001019549,0.02124898,0.940046],"study_design_scores_gemma":[0.00004095801,0.0001563333,0.002798141,0.02701028,0.0004905761,0.003146042,0.00009678968,0.000106807,0.0003040072,0.001596393,0.9642246,0.00002912262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005003039,0.9992335,0.00003127611,0.0001061111,0.0001180065,0.000003921412,0.00001433176,0.000003207322,0.0004395528],"genre_scores_gemma":[0.0003922651,0.9991555,0.00006277157,0.0001109839,0.00008521601,0.000004252819,0.00002287186,5.342868e-7,0.000165558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004034387,"threshold_uncertainty_score":0.0134964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2097151882398532,"score_gpt":0.5160937463216779,"score_spread":0.3063785580818248,"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."}}