{"id":"W2913089663","doi":"10.1289/isee.2013.p-2-05-07","title":"Associations of Ambient Air Pollution with Chronic Obstructive Pulmonary Disease Hospitalization and Mortality","year":2013,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Institute of Population and Public Health","funders":"","keywords":"COPD; Interquartile range; Medicine; Environmental health; Confidence interval; Cohort study; Population; Air pollution; Proportional hazards model; Confounding; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001498938,0.0001207546,0.0001468458,0.00002449572,0.0001370246,0.00002514978,0.00008862941,0.00006300618,0.0004697646],"category_scores_gemma":[0.0000794411,0.0001060878,0.00002114179,0.0001257319,0.000272393,0.0006981648,0.0000492609,0.00009389328,0.00007607078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328996,"about_ca_system_score_gemma":0.0001170005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177473,"about_ca_topic_score_gemma":0.0007107535,"domain_scores_codex":[0.998869,0.00004988142,0.0002786005,0.0002394547,0.0003122227,0.0002508668],"domain_scores_gemma":[0.9991743,0.00003132382,0.000277326,0.0001890758,0.00004868152,0.0002792779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004363375,0.0004925992,0.9130968,0.0001725044,0.0000427758,0.0000104882,0.001883625,0.06524577,0.002501776,0.003057085,0.0007937905,0.01265918],"study_design_scores_gemma":[0.0001413323,0.00007401934,0.9950528,0.00003368042,0.00002297278,0.000001076653,0.00009955119,0.0006421511,0.0003068651,0.00341252,0.00008411676,0.0001289417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952464,0.00003450808,0.000384341,0.001640572,0.00004083176,0.00045249,0.00006214585,0.00002785754,0.002110864],"genre_scores_gemma":[0.9992841,0.00002762464,0.0001616647,0.0003401843,0.00002105904,0.00002733073,0.00004626852,0.000007234742,0.00008457069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.081956,"threshold_uncertainty_score":0.6315117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03085355883194512,"score_gpt":0.2804014018945145,"score_spread":0.2495478430625693,"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."}}