{"id":"W2104106923","doi":"10.1080/00139157.2014.964094","title":"The Hidden Asthma Epidemic in Immigrant Subpopulations","year":2014,"lang":"en","type":"article","venue":"Environment Science and Policy for Sustainable Development","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asthma; Medicine; Family medicine; Asthma medication; Immigration; Demography; Gerontology; Pediatrics; Political science; Immunology; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005088365,0.0001490576,0.000139669,0.0001284048,0.001923041,0.00009326011,0.000363581,0.00004766752,0.00004351066],"category_scores_gemma":[0.0007512488,0.0001106334,0.00002149518,0.0004850033,0.00080534,0.0004177026,0.0003198649,0.0001037448,0.00007632941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470094,"about_ca_system_score_gemma":0.0002559311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785962,"about_ca_topic_score_gemma":0.0003361395,"domain_scores_codex":[0.9975901,0.000066115,0.00037372,0.0003881809,0.0005129215,0.001068963],"domain_scores_gemma":[0.9991251,0.0002225037,0.0001025412,0.0002632989,0.00001049945,0.0002760959],"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":[0.0001191056,0.0002456799,0.1082131,0.000152421,0.00001133761,0.00000725889,0.02317107,0.00363041,0.0003702772,0.2088445,0.009761219,0.6454735],"study_design_scores_gemma":[0.0002549237,0.00005591356,0.3956313,0.000005902152,0.000001241613,0.000002108218,0.001528029,0.001856146,0.0001637043,0.009885767,0.5904671,0.0001479094],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597453,0.0001022846,0.003358757,0.03081693,0.00005567152,0.001332845,0.000001705651,0.00002800276,0.004558446],"genre_scores_gemma":[0.9879576,0.0001192632,0.004037866,0.00281326,0.00004853712,0.0002083058,0.000003538697,0.0000112711,0.004800389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6453256,"threshold_uncertainty_score":0.9993763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726409924504342,"score_gpt":0.2921024398416098,"score_spread":0.2748383405965664,"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."}}