{"id":"W4405946545","doi":"10.1186/s12931-024-03070-z","title":"Identification of progressive pulmonary fibrosis: consensus findings from a modified Delphi study","year":2024,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; University of Calgary","funders":"Chugai Pharmaceutical; Mitsubishi Tanabe Pharma Corporation; Shionogi; Eisai; Galápagos; National Heart, Lung, and Blood Institute; Kyorin Pharmaceutical; Novartis Pharma; Galecto; Taiho Pharmaceutical; Bristol-Myers Squibb; CSL Behring; Nippon Shinyaku; Teijin Pharma; United Therapeutics Corporation; Sanofi; GlaxoSmithKline; Biogen","keywords":"Medicine; Interquartile range; Likert scale; Usual interstitial pneumonia; Vital capacity; Interstitial lung disease; Delphi method; Internal medicine; Idiopathic pulmonary fibrosis; Diffusing capacity; Intensive care medicine; Lung; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001502059,0.000179868,0.0003488809,0.0005484432,0.0001763211,0.0001124472,0.00023726,0.0001464642,0.000171018],"category_scores_gemma":[0.0003533664,0.0001560045,0.000188302,0.0008058189,0.0003528591,0.0001109383,0.0001617626,0.0005677966,0.0001622317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896942,"about_ca_system_score_gemma":0.0005839177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001422582,"about_ca_topic_score_gemma":0.000002703702,"domain_scores_codex":[0.9966343,0.000430078,0.0006506473,0.0006431027,0.001221923,0.0004199326],"domain_scores_gemma":[0.9981158,0.0003733621,0.0000629451,0.000604231,0.000605354,0.0002382781],"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":[0.01193087,0.002680303,0.01264088,0.001895213,0.0006341606,0.004824454,0.002602917,0.00002219823,0.9467943,0.0009781577,0.006617397,0.008379199],"study_design_scores_gemma":[0.009813964,0.06695025,0.4594367,0.02162614,0.003000716,0.0004273949,0.04531945,0.09183352,0.2671861,0.006319294,0.02516026,0.002926243],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985947,0.01097598,0.0000202175,0.0003210778,0.0001954706,0.00148968,0.0002399635,0.0001097074,0.00070096],"genre_scores_gemma":[0.9987194,0.00002426485,0.00001911705,0.00003695577,0.0003720174,0.0002588126,0.00003569759,0.00004682786,0.0004869216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6796082,"threshold_uncertainty_score":0.6361679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08638890684894775,"score_gpt":0.406684769938126,"score_spread":0.3202958630891783,"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."}}