{"id":"W4385514096","doi":"10.2196/47403","title":"Joint Effects of Long-Term Exposure to Ambient Fine Particulate Matter and Ozone on Asthmatic Symptoms: Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Asthma; Proportional hazards model; Medicine; Environmental health; Cohort study; Cohort; Demography; Effect modification; Population; Gerontology; Confidence interval; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001742488,0.0006000026,0.0007595468,0.0007751767,0.0009304224,0.000995516,0.0008006316,0.0007377118,0.001196029],"category_scores_gemma":[0.002361864,0.0007328211,0.001725993,0.002051945,0.0003291166,0.0006681806,0.0008899999,0.001206278,0.0002459311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004305971,"about_ca_system_score_gemma":0.0008786777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126779,"about_ca_topic_score_gemma":0.02402745,"domain_scores_codex":[0.9985836,0.0002254832,0.0002361447,0.0005135242,0.0002112298,0.0002301391],"domain_scores_gemma":[0.9981129,0.0002019788,0.0006121224,0.0004475458,0.0003361916,0.0002890852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001945213,0.00003854201,0.9977991,0.00004400894,0.0006803376,0.00008795757,0.0000639999,0.00005854569,0.0001700813,0.00003870386,0.0001561254,0.0006679607],"study_design_scores_gemma":[0.00002388946,0.00008920078,0.9984367,0.00002024889,0.0004619564,0.000143522,0.0001079553,0.0002451115,0.00004735986,0.00004881022,0.0003657038,0.00000946325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936393,0.002130577,0.0005785689,0.00009125495,0.00004668832,0.00005855598,0.003084548,0.00001224673,0.000358256],"genre_scores_gemma":[0.996824,0.0006495721,0.0003252666,0.00007501551,0.0000419303,0.00007492799,0.001718085,0.000006138358,0.0002851217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02126779,"threshold_uncertainty_score":0.04228801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297593050906577,"score_gpt":0.3044537620191595,"score_spread":0.2814778315100937,"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."}}