{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1546103,0.0006455828,0.0007653605,0.002774556,0.003723327,0.002781631,0.001639831,0.002613867,0.001978412],"category_scores_gemma":[0.2097064,0.0006767164,0.00124175,0.001645467,0.003892541,0.003080356,0.01080733,0.002390339,0.0003730959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004103359,"about_ca_system_score_gemma":0.008365211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002483977,"about_ca_topic_score_gemma":0.002542899,"domain_scores_codex":[0.782055,0.1854147,0.01022091,0.003277403,0.01207267,0.006959283],"domain_scores_gemma":[0.7904064,0.1682626,0.007991256,0.004276818,0.02425064,0.00481224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007628031,0.0003674823,0.06104368,0.003115671,0.0002127797,0.001663884,0.8397608,0.0009264978,0.002419831,0.002797114,0.0054088,0.0815206],"study_design_scores_gemma":[0.0002017222,0.001458137,0.08136942,0.003045187,0.000124172,0.001802245,0.8825276,0.00376391,0.001535473,0.004533799,0.01935739,0.000280897],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768482,0.0006779589,0.00638983,0.005739922,0.000132256,0.002533153,0.0001567057,0.00002606149,0.0074958],"genre_scores_gemma":[0.9912789,0.0004469251,0.004319257,0.001412866,0.0000278222,0.0020608,0.00007815313,0.00001317735,0.0003620966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1546103,"threshold_uncertainty_score":0.8176671,"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."}}