{"id":"W2154610506","doi":"10.1378/chest.11-1202","title":"Inflammatory Biomarkers Predict Airflow Obstruction After Exposure to World Trade Center Dust","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Center for Research Resources; National Institute of Environmental Health Sciences; National Institutes of Health; National Cancer Institute; National Heart, Lung, and Blood Institute; U.S. Public Health Service; York University","keywords":"Medicine; Interquartile range; Internal medicine; Gastroenterology; Cohort; Risk factor; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006117504,0.0001620953,0.0001695475,0.0002714883,0.0006743736,0.00001228493,0.0001632971,0.0001601031,0.002988612],"category_scores_gemma":[0.00005178776,0.0001352805,0.0000773824,0.000235844,0.00004297736,0.0003569516,0.0000376985,0.0009521291,0.0005228434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247109,"about_ca_system_score_gemma":0.00037615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001274336,"about_ca_topic_score_gemma":0.0001768832,"domain_scores_codex":[0.9980755,0.0001930975,0.0006699268,0.0001756176,0.0002935627,0.0005922753],"domain_scores_gemma":[0.9987634,0.00006605736,0.000234416,0.0001938055,0.0001019933,0.00064029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000867582,0.00004330683,0.9685066,0.0002561643,0.00002362995,0.00002226597,0.003800244,0.000002102724,0.00004043597,0.00002563925,0.0207531,0.00565896],"study_design_scores_gemma":[0.0007918557,0.0001082874,0.8858628,0.0003131806,0.00001022476,0.00003703862,0.0003938003,0.00001978137,0.00005155138,0.000082522,0.1122055,0.000123526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861655,0.0001738048,0.0001627397,0.001311084,0.003682713,0.0004200165,0.00003571946,0.00005925797,0.007989192],"genre_scores_gemma":[0.9922023,0.00006213794,0.002117605,0.002261889,0.002168379,0.00008395478,0.00001065891,0.00002840694,0.001064665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09145236,"threshold_uncertainty_score":0.9979228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05895379239143184,"score_gpt":0.346002072213405,"score_spread":0.2870482798219731,"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."}}