{"id":"W2910616011","doi":"10.1016/s2542-5196(18)30284-5","title":"Air quality alerts benefit asthmatics – Authors' reply","year":2019,"lang":"en","type":"letter","venue":"The Lancet Planetary Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"","keywords":"Scopus; Asthma; Air quality index; Emergency department; Medicine; National Health and Nutrition Examination Survey; Quality (philosophy); Family medicine; Environmental health; MEDLINE; Nursing; Geography; Political science; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004607616,0.0005484925,0.001409234,0.00004772881,0.0005354861,0.00004510709,0.001261398,0.0006397199,0.002462186],"category_scores_gemma":[0.0001182065,0.0003905336,0.0001313705,0.0002074326,0.0002531714,0.0001682544,0.0002771067,0.003665977,0.005830618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007022647,"about_ca_system_score_gemma":0.0002928672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133813,"about_ca_topic_score_gemma":0.001916502,"domain_scores_codex":[0.9937623,0.001259017,0.001175803,0.0007862412,0.00122476,0.00179184],"domain_scores_gemma":[0.9953887,0.00102909,0.001059482,0.002201308,0.000009650491,0.0003117644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004947009,0.00001706496,0.003182497,0.001171584,0.00002543217,0.00002939711,0.0008498715,0.000916349,1.400092e-7,0.000055476,0.9900843,0.003618434],"study_design_scores_gemma":[0.0003039263,0.00020923,0.06953164,0.0001727693,0.00001557858,0.00005177894,0.00002824205,0.0005007499,5.144856e-7,0.001812447,0.9269524,0.0004207749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001459742,0.0004130891,0.00008837579,0.9869049,0.001157511,0.001181346,0.0009892464,0.0001954776,0.007610274],"genre_scores_gemma":[0.0004199356,0.0006613921,0.001573618,0.9819211,0.004990855,0.00001637399,0.002622278,0.00005983693,0.007734569],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06634914,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09327808592496106,"score_gpt":0.3388044407000109,"score_spread":0.2455263547750499,"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."}}