{"id":"W3164803677","doi":"10.1002/essoar.10506660.1","title":"Long-term trends in urban NO2 concentrations and associated pediatric asthma cases: estimates from global datasets","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Term (time); Asthma; Environmental science; Medicine; Internal medicine; Physics","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":[0.001201014,0.0004484738,0.0003561428,0.001588133,0.0001418032,0.000549387,0.0005167533,0.0003655515,0.0007492754],"category_scores_gemma":[0.002681541,0.0002377527,0.000923489,0.00357129,0.0001972145,0.0005905905,0.0009754564,0.0004235762,0.0004230534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006400308,"about_ca_system_score_gemma":0.0004771167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02658623,"about_ca_topic_score_gemma":0.02443076,"domain_scores_codex":[0.9994068,0.0001220046,0.0001046682,0.000202988,0.0001006651,0.00006283588],"domain_scores_gemma":[0.9977257,0.0003472932,0.001112565,0.0002571082,0.0004509289,0.0001065277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028635,0.0000267854,0.9778194,0.0003848677,0.0005089689,0.00005286028,0.0001013623,0.004045912,0.0003639527,0.0001766392,0.007524128,0.00889225],"study_design_scores_gemma":[0.00001374453,0.00002183013,0.990577,0.00008808255,0.0001374164,0.0001055301,0.0001532578,0.00232501,0.0002895694,0.0001122553,0.006162997,0.00001334794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6488097,0.003042232,0.002617196,0.0006798889,0.00005337492,0.00005335232,0.342066,0.0002352376,0.002443173],"genre_scores_gemma":[0.6353413,0.001915514,0.003138632,0.0002484738,0.00005660366,0.0001655863,0.3586306,0.00003894801,0.0004644053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02658623,"threshold_uncertainty_score":0.05286294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432836599556478,"score_gpt":0.3413890656663277,"score_spread":0.2970606996707629,"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."}}