{"id":"W2807775971","doi":"10.1016/j.chest.2018.06.004","title":"Synergistic Environmental Exposures and the Airways Capturing Complexity in Humans","year":2018,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Disease; Subclinical infection; Public health; Environmental health; Risk analysis (engineering); Intensive care medicine; Immunology; Pathology","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":[0.0008475496,0.0009088247,0.001400655,0.002210859,0.000269888,0.001569652,0.0008841758,0.001841958,0.004110673],"category_scores_gemma":[0.001999546,0.0003420268,0.0009425585,0.001951105,0.0006741532,0.001347679,0.000923086,0.001328295,0.0007647732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037911,"about_ca_system_score_gemma":0.001493089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002439101,"about_ca_topic_score_gemma":0.00467304,"domain_scores_codex":[0.9996139,0.00007421786,0.00005002482,0.00008502208,0.0001450598,0.00003181943],"domain_scores_gemma":[0.9992015,0.0004769949,0.0001336443,0.00001872312,0.0001360454,0.0000332058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008515543,0.00007596508,0.001207892,0.04127007,0.0004076354,0.0001713703,0.0001209986,0.0004004222,0.001056473,0.002593608,0.01087191,0.9417385],"study_design_scores_gemma":[0.00003496705,0.000290593,0.0121986,0.02604864,0.001453683,0.00262874,0.0005071641,0.0002492463,0.001393785,0.00577269,0.9493256,0.00009637474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001293998,0.9992982,0.00005273001,0.0001511603,0.00008544221,0.000002957704,0.00001361712,0.000001568648,0.0002649128],"genre_scores_gemma":[0.001235664,0.9982132,0.000102924,0.0001042946,0.0001397244,0.000003516676,0.00001508024,6.691983e-7,0.0001849227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004110673,"threshold_uncertainty_score":0.01375157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1709043496357013,"score_gpt":0.3525483977316662,"score_spread":0.1816440480959649,"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."}}