{"id":"W2396304850","doi":"10.1097/ede.0000000000000086","title":"Commentary","year":2014,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences","keywords":"Heat wave; Haze; Visibility; Power (physics); History; Meteorology; Geography; Economic history; Geology; Climate change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005399093,0.0009206162,0.0008860442,0.00144986,0.00516097,0.006802359,0.003997577,0.01976235,0.2093418],"category_scores_gemma":[0.03861268,0.0005132877,0.001472692,0.001091075,0.003039793,0.004945918,0.003945761,0.01629425,0.07837307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006319064,"about_ca_system_score_gemma":0.01310121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042561,"about_ca_topic_score_gemma":0.01415286,"domain_scores_codex":[0.9941618,0.00119021,0.0002927018,0.0009929,0.002223552,0.001138844],"domain_scores_gemma":[0.9848571,0.005407508,0.0004384116,0.001032522,0.006201772,0.002062674],"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":[0.00001137632,0.000003382809,0.00002409365,0.00006476704,0.000002431667,0.00005443186,0.00005296729,0.000005689406,0.00001519831,0.003060258,0.9921098,0.004595567],"study_design_scores_gemma":[0.000007426261,0.000003440705,0.00007378445,0.0002287115,0.000002888398,0.00005940123,0.00008881602,0.000007259257,0.00002744641,0.001118484,0.998378,0.000004309746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003005467,0.008768366,0.0003663388,0.6154954,0.2482606,0.00007797035,0.001124951,0.0001915573,0.1254141],"genre_scores_gemma":[0.004233757,0.004423236,0.0002695636,0.7358907,0.05111263,0.0001509161,0.00061912,0.0002311498,0.2030688],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7906582,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714045410407403,"score_gpt":0.3762166671748661,"score_spread":0.2048121261341259,"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."}}