{"id":"W2030492249","doi":"10.1155/2013/846297","title":"Remarks on Ambient Air Pollution and Health Outcomes","year":2013,"lang":"en","type":"article","venue":"ISRN Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Interquartile range; Air pollution; Environmental health; Medicine; Odds ratio; Conditional logistic regression; Pollutant; Air pollutants; Logistic regression; Emergency department; Confidence interval; Air pollutant concentrations; Odds; Pollution; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002598109,0.0001763858,0.0003204415,0.00008066425,0.0005546336,0.00006053139,0.0001532876,0.00008679161,0.001038855],"category_scores_gemma":[0.000129445,0.000144662,0.00003799779,0.0002506755,0.0001404014,0.0004713825,0.000113561,0.0002807433,0.001231384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159006,"about_ca_system_score_gemma":0.0003274793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0236148,"about_ca_topic_score_gemma":0.002854325,"domain_scores_codex":[0.9971852,0.0003495384,0.0005096787,0.0004014776,0.0004723674,0.001081758],"domain_scores_gemma":[0.9978736,0.00005747737,0.0002432788,0.0003624724,0.00001035928,0.00145279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000006653346,0.0003694471,0.1359915,0.0001409222,0.000008835804,7.795714e-7,0.003031312,0.00004301777,0.00000397643,0.007029625,0.4308374,0.4225366],"study_design_scores_gemma":[0.0002951487,0.0004403639,0.8609653,0.00001931495,4.146097e-7,0.00000431284,0.0002482283,0.0002826457,0.000001285992,0.0008133719,0.1368154,0.0001142426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.159531,0.00005730912,0.0008505454,0.8349092,0.0001986661,0.0008136933,0.00001252898,0.0001117049,0.003515336],"genre_scores_gemma":[0.7028247,0.0001528398,0.00110944,0.2951705,0.00003923671,0.00002706051,0.00001059198,0.00001279044,0.0006528766],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7249738,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811858174939067,"score_gpt":0.3507164084140775,"score_spread":0.2695305909201708,"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."}}