{"id":"W2055730918","doi":"10.1371/journal.pone.0057166","title":"Respiratory Impairment and Systemic Inflammation in Cedar Asthmatics Removed from Exposure","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"WorkSafe Victoria; WorkSafeBC","keywords":"Medicine; Asthma; Spirometry; Sputum; Internal medicine; Methacholine; Respiratory system; Respiratory disease; Exhaled breath condensate; Immunology; Gastroenterology; Lung; Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000134695,0.00009954416,0.0002426467,0.00009458215,0.00002382403,0.00002056194,0.00003425343,0.00008295354,0.0001311112],"category_scores_gemma":[0.00009376268,0.00008838897,0.0000204756,0.00008861486,0.00001960963,0.0001367752,0.00002335997,0.000121353,0.0001361765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006623523,"about_ca_system_score_gemma":0.00005060598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008803659,"about_ca_topic_score_gemma":0.00001494648,"domain_scores_codex":[0.9990183,0.00004798214,0.0003463209,0.000155468,0.0003062812,0.0001256367],"domain_scores_gemma":[0.9994586,0.00006515362,0.0000912497,0.0001902718,0.0001091616,0.00008554498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008722278,0.0005451462,0.5155059,0.0004023677,0.0001164479,0.0000176331,0.0008831256,0.000003613601,0.4785904,0.0001039296,0.0001990228,0.003545275],"study_design_scores_gemma":[0.001940479,0.0003786459,0.9661841,0.001339566,0.00006107564,0.000004429244,0.0003332633,0.001024639,0.02818841,0.0003509908,0.00006064267,0.0001337054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997808,0.0004353499,0.00002463536,0.0005337973,0.00001894226,0.0006306301,0.00000736763,0.00003781957,0.000503498],"genre_scores_gemma":[0.9960444,0.00002393087,0.003173403,0.0002761848,0.0002163196,0.00006106246,0.00004052209,0.00001406134,0.0001500964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4506783,"threshold_uncertainty_score":0.3604398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630553137203698,"score_gpt":0.228014821092775,"score_spread":0.201709289720738,"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."}}