{"id":"W3014923306","doi":"10.1513/annalsats.202001-046st","title":"Outdoor Air Pollution and New-Onset Airway Disease. An Official American Thoracic Society Workshop Report","year":2020,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; York University; American Thoracic Society; U.S. Environmental Protection Agency","keywords":"Medicine; Airway; Air pollution; Intensive care medicine; Environmental health; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00104746,0.0003360514,0.0005888831,0.00001189496,0.0005480201,0.00004120645,0.0005758561,0.00007902854,0.0001036955],"category_scores_gemma":[0.0003995921,0.0002706768,0.0005736002,0.001200396,0.002692972,0.0003999633,0.0004893296,0.0004505335,0.00003222568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009535481,"about_ca_system_score_gemma":0.0002541257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204745,"about_ca_topic_score_gemma":0.0001117072,"domain_scores_codex":[0.9967692,0.0004350875,0.0005999702,0.0007145899,0.0007716528,0.0007095201],"domain_scores_gemma":[0.9967808,0.000140008,0.001147079,0.0007427558,0.0000382974,0.001151112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001016564,0.0003737692,0.1096445,0.0001361795,0.0001733039,0.000008900562,0.01875278,0.002877365,0.0006248754,0.00002077118,0.3716238,0.4947473],"study_design_scores_gemma":[0.0001917042,0.0005887967,0.9361388,0.00006602151,0.000138939,0.00001875291,0.01156721,0.007436086,0.001090434,0.0005312997,0.04156701,0.000664953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.820026,0.0001437905,0.003634446,0.1754426,0.00007629106,0.0003721856,0.00009630326,0.0001147939,0.00009361539],"genre_scores_gemma":[0.892969,0.0005256885,0.007569801,0.09830113,0.000278236,0.00001020307,0.00002194372,0.00003977394,0.0002842048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8264943,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584040355518656,"score_gpt":0.4256772060385626,"score_spread":0.267273170486697,"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."}}