{"id":"W4387981796","doi":"10.1183/13993003.congress-2023.pa2879","title":"Effects of nintedanib on circulating biomarkers in patients with progressive pulmonary fibrosis: subgroups by fibrotic pattern on HRCT","year":2023,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Nintedanib; Usual interstitial pneumonia; Idiopathic pulmonary fibrosis; Medicine; Fibrosis; Placebo; Pulmonary fibrosis; Internal medicine; Pathology; Gastroenterology; Lung","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":[0.00142534,0.0005152706,0.001679025,0.0002077704,0.000229831,0.0004537928,0.00021585,0.0003910561,0.00207698],"category_scores_gemma":[0.001125686,0.0001769898,0.001101098,0.0001855919,0.0002087407,0.00038756,0.0002850792,0.0008308467,0.0001777094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186201,"about_ca_system_score_gemma":0.0003375506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004764641,"about_ca_topic_score_gemma":0.001792182,"domain_scores_codex":[0.9994873,0.0002458439,0.0000628358,0.00007508434,0.00006091555,0.00006803156],"domain_scores_gemma":[0.9993166,0.0002063488,0.0001814621,0.00006950161,0.00005330531,0.0001729558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7372965,0.003482472,0.1315414,0.001175554,0.004860621,0.0001422183,0.0001560315,0.0009861967,0.02281244,0.00009097868,0.001591255,0.09586431],"study_design_scores_gemma":[0.08960783,0.1283945,0.7658714,0.0002019319,0.004019658,0.000490472,0.0002641322,0.001851381,0.006097301,0.0003648184,0.002778826,0.00005761291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949373,0.003456437,0.0001228088,0.0001467509,0.00003598646,0.0001393429,0.0003048462,0.00001460624,0.000841818],"genre_scores_gemma":[0.9978305,0.0005750005,0.000268329,0.0001796326,0.0000446727,0.0001330214,0.0005079419,0.000003195996,0.0004576712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00207698,"threshold_uncertainty_score":0.007538021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004025791102906558,"score_gpt":0.2186901776081469,"score_spread":0.2146643865052403,"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."}}