{"id":"W3145400814","doi":"10.1007/978-3-0348-0977-1_3","title":"Idiopathic Pulmonary Fibrosis","year":2017,"lang":"en","type":"book-chapter","venue":"Milestones in drug therapy","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Idiopathic pulmonary fibrosis; Myofibroblast; Pathogenesis; Extracellular matrix; Epigenetics; Pulmonary fibrosis; Medicine; Fibrosis; Fibroblast; Interstitial lung disease; Lung; Disease; Progenitor cell; Pathology; Immunology; Biology; Stem cell; Cell biology; Internal medicine; Genetics; Cell culture","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":[0.0002747008,0.0006354612,0.0004046737,0.0007756326,0.0006270088,0.001291467,0.0004343356,0.0008282334,0.04727492],"category_scores_gemma":[0.0006266972,0.0001620555,0.0002533365,0.0005309744,0.0007114992,0.001348258,0.00125171,0.002226533,0.02671944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425202,"about_ca_system_score_gemma":0.0007766947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008051563,"about_ca_topic_score_gemma":0.003058576,"domain_scores_codex":[0.9998374,0.00003079326,0.000008255346,0.00002165734,0.00008151332,0.00002036802],"domain_scores_gemma":[0.9998701,0.00004873534,0.000008868182,0.00001231387,0.00003696257,0.00002310118],"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":[0.00001444127,0.00003829463,0.00009792606,0.0003047848,0.000003371485,0.0002670261,0.0002158814,0.0001604489,0.0007143946,0.07522494,0.5874716,0.3354869],"study_design_scores_gemma":[0.00000203085,0.000008328549,0.00009727717,0.0001526456,0.0000011454,0.0005140135,0.00002254891,0.00003122983,0.00007685591,0.006467746,0.9926243,0.000001843308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007052845,0.09081267,0.005873531,0.008243174,0.00848772,0.00008899937,0.000213843,0.0002283411,0.8853464],"genre_scores_gemma":[0.005116686,0.04416358,0.003189482,0.005519006,0.00274775,0.00007784426,0.000226952,0.00007594041,0.9388827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04727492,"threshold_uncertainty_score":0.1581504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237422181111694,"score_gpt":0.2747245579700069,"score_spread":0.25235033615889,"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."}}