{"id":"W4415773049","doi":"10.1021/acs.est.5c09233","title":"Urban Allergic Diseases Are Exacerbated by Adverse Environmental Factors","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Key Research and Development Program of China; Southeast University; National Natural Science Foundation of China","keywords":"Incidence (geometry); Microbiome; Disease; Asthma; Consumption (sociology); Rural area; Urban environment; Chronic disease","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":[0.000289178,0.0002480444,0.0002810061,0.0005376508,0.00040932,0.0006091531,0.0001344071,0.0002528828,0.004428389],"category_scores_gemma":[0.0007756567,0.000192862,0.000237755,0.0007082485,0.0002784671,0.0003304493,0.0005135777,0.0002884829,0.0004196083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574846,"about_ca_system_score_gemma":0.0001924835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818092,"about_ca_topic_score_gemma":0.002993896,"domain_scores_codex":[0.9996927,0.00009258862,0.00001812599,0.00007299858,0.00005097483,0.00007267717],"domain_scores_gemma":[0.9994659,0.0000629394,0.0002962401,0.00002973653,0.00004732971,0.0000979895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003022568,0.0001522759,0.9800453,0.0001049772,0.00008017545,0.0005782173,0.0003985687,0.00007004,0.007303665,0.0001806845,0.0002535376,0.01053037],"study_design_scores_gemma":[0.000003888747,0.00009712594,0.9981401,0.00000953811,0.00001988601,0.0004404779,0.0005108829,0.0000399175,0.0001927543,0.00006347644,0.0004789315,0.00000291981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970875,0.0006852649,0.0001906031,0.00009231863,0.000007657539,0.00001133416,0.0001442238,0.000008478581,0.001772597],"genre_scores_gemma":[0.9989997,0.0003565688,0.0001381407,0.00004475888,0.00001116024,0.00000522547,0.0000927322,0.000002778489,0.0003489341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004428389,"threshold_uncertainty_score":0.01481444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002457453081016368,"score_gpt":0.2034331183999332,"score_spread":0.2009756653189169,"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."}}