{"id":"W4238240201","doi":"10.1111/resp.13699_243","title":"BIOMARKERS OF DISEASE PROGRESSION IN ASIAN SUBJECTS WITH IDIOPATHIC PULMONARY FIBROSIS TREATED WITH NINTEDANIB: SUBGROUP ANALYSIS OF THE INMARK TRIAL","year":2019,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Nintedanib; Medicine; Idiopathic pulmonary fibrosis; Subgroup analysis; Internal medicine; Disease; Pulmonary fibrosis; Fibrosis; Pathology; Gastroenterology; Oncology; Lung; Meta-analysis","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":[0.0003324742,0.0002569336,0.0009197482,0.0006195721,0.00003899151,0.000005885396,0.0002154257,0.0001760771,0.00007393912],"category_scores_gemma":[0.00007602108,0.0001440765,0.0003629111,0.001881729,0.0003827651,0.00007523208,0.00007555973,0.0002274178,0.000002767209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008467327,"about_ca_system_score_gemma":0.0003141366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002783746,"about_ca_topic_score_gemma":0.0001000468,"domain_scores_codex":[0.9977767,0.0003897911,0.0005581442,0.0004760734,0.0004481813,0.0003510916],"domain_scores_gemma":[0.9984939,0.00006649332,0.0003971459,0.0007200296,0.0001429549,0.0001795478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4356725,0.0006441616,0.5498239,0.0003471993,0.0006930177,0.0001206084,0.00007040654,0.00005309613,0.01194183,0.00005928794,0.000006235068,0.0005678294],"study_design_scores_gemma":[0.01546069,0.01960585,0.9559003,0.001895935,0.003441355,0.00002418093,0.0001721717,0.001882849,0.001338487,0.00001610022,0.00004804678,0.0002140017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964071,0.0006760376,0.00000853896,0.0004618338,0.00006692895,0.001330192,0.00005475001,0.00002321437,0.0009714395],"genre_scores_gemma":[0.9995995,0.00002198571,0.00003131934,0.00007476022,0.00004189518,0.00006320769,0.00005461891,0.00003186953,0.0000808535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202118,"threshold_uncertainty_score":0.5875271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006476132872488702,"score_gpt":0.2480951127948303,"score_spread":0.2416189799223416,"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."}}