{"id":"W1968353658","doi":"10.1164/rccm.200810-1534oc","title":"Circulating Fibrocytes Are an Indicator of Poor Prognosis in Idiopathic Pulmonary Fibrosis","year":2009,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":508,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Fibrocyte; Idiopathic pulmonary fibrosis; Internal medicine; Exacerbation; Biomarker; Fibrosis; Pulmonary fibrosis; Gastroenterology; Pathology; Lung; Immunology","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":[0.000546611,0.0002349253,0.00104677,0.0004278022,0.0000750436,0.00001147065,0.0001480715,0.00009575774,0.00003449167],"category_scores_gemma":[0.0007828434,0.0001806985,0.0001726986,0.0004236281,0.0009573322,0.0002415105,0.00002506135,0.0004823796,5.651306e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008035864,"about_ca_system_score_gemma":0.0001977259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002573566,"about_ca_topic_score_gemma":0.000001414292,"domain_scores_codex":[0.9975721,0.0002434124,0.0009819797,0.0002888485,0.0005911791,0.0003224815],"domain_scores_gemma":[0.9981605,0.0001673583,0.000449891,0.0001730378,0.0004664302,0.0005827345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01418737,0.001485094,0.497079,0.002883603,0.0001089999,0.008072745,0.004367364,0.000008676046,0.140519,0.0009506326,0.000100386,0.3302371],"study_design_scores_gemma":[0.003130951,0.1591558,0.7558439,0.0159665,0.001054786,0.003082529,0.05416464,0.0001556121,0.005946271,0.000494905,0.0003954937,0.0006085816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805647,0.01691902,0.00004912805,0.001964447,0.00008453013,0.0001558403,0.0000150425,0.00001450797,0.0002327658],"genre_scores_gemma":[0.9973632,0.00009866546,0.0003130941,0.001565214,0.0006316568,0.000004057746,0.000003684223,0.00001929506,0.000001187764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296285,"threshold_uncertainty_score":0.7368672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624260601906103,"score_gpt":0.305347510783653,"score_spread":0.2891049047645919,"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."}}