{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002637139,0.0002951377,0.0004247178,0.0005709681,0.0004366928,0.0004422168,0.0001882585,0.0004597805,0.001348407],"category_scores_gemma":[0.0006342623,0.0001540987,0.0002406771,0.0003616566,0.0002903966,0.000243059,0.0002474446,0.0004468537,0.0002630359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233399,"about_ca_system_score_gemma":0.0001464306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610253,"about_ca_topic_score_gemma":0.00281403,"domain_scores_codex":[0.9998059,0.00003281557,0.00001567251,0.00004284187,0.00005237755,0.00005051995],"domain_scores_gemma":[0.999387,0.00007338509,0.0002689522,0.00002612721,0.00006037449,0.0001840343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002532897,0.00007281906,0.9973131,0.000006830453,0.0000134521,0.000274679,0.00007440315,0.00001515839,0.001134281,0.000002591156,0.00002037243,0.0008190465],"study_design_scores_gemma":[0.000002318622,0.0001933352,0.9993455,0.000001638377,0.00000651814,0.0002986329,0.00005166588,0.00001931921,0.00004670072,0.000001845586,0.00003185624,6.616699e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996879,0.0001538335,0.00001154827,0.00000819698,0.000001455017,0.000002494774,0.00002617254,8.710097e-7,0.0001075218],"genre_scores_gemma":[0.9997332,0.00005330841,0.00001671023,0.00001050859,0.000006565866,0.000001890645,0.00008510199,3.994135e-7,0.00009233426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002610253,"threshold_uncertainty_score":0.005190134,"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."}}