{"id":"W1808573659","doi":"10.1155/2015/284595","title":"Air Quality and Respiratory Health among Adolescents from the United Arab Emirates","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental and Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; McMaster University; University of Toronto; Ontario Tech University","funders":"","keywords":"Environmental health; Wheeze; Asthma; Medicine; Chronic bronchitis; Bronchitis; Logistic regression; Dry cough; Internal medicine","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":[0.000385722,0.0003198183,0.0001929821,0.0006003201,0.0004251222,0.0003964325,0.0001966454,0.0003801631,0.001488857],"category_scores_gemma":[0.0009034253,0.0002128851,0.0002513559,0.0004941655,0.0001476842,0.0002839316,0.000281576,0.0003920275,0.0002539769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498144,"about_ca_system_score_gemma":0.000325872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0194673,"about_ca_topic_score_gemma":0.02671083,"domain_scores_codex":[0.9998086,0.00005255788,0.00001836832,0.00001932311,0.00006054725,0.00004061711],"domain_scores_gemma":[0.9996147,0.00003960599,0.0001760185,0.000009025042,0.00008506326,0.00007549805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009234456,0.00003868677,0.9983501,0.00001297251,0.00001511734,0.00004099412,0.0001672507,0.000009295927,0.00009636785,0.000007689408,0.00009545528,0.001156842],"study_design_scores_gemma":[0.000002369042,0.00004965817,0.99913,0.00001504997,0.000008063664,0.0001063625,0.0003863793,0.00003343616,0.00002464934,0.000003248787,0.000239899,8.769204e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987841,0.0003600747,0.00002238997,0.000116962,0.000006764555,0.000008969266,0.0002179463,0.000001714742,0.0004809809],"genre_scores_gemma":[0.9988049,0.000443621,0.00007340876,0.00007325469,0.00001174827,0.00001618791,0.0003134239,9.27655e-7,0.0002623887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0194673,"threshold_uncertainty_score":0.03870797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415329960874229,"score_gpt":0.3458218281707586,"score_spread":0.2042888320833358,"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."}}