{"id":"W3158187210","doi":"10.1016/j.chemosphere.2021.130740","title":"The prospective effects of long-term exposure to ambient PM2.5 and constituents on mortality in rural East China","year":2021,"lang":"en","type":"article","venue":"Chemosphere","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Ottawa","funders":"National Natural Science Foundation of China","keywords":"China; Term (time); Environmental science; Environmental health; Environmental chemistry; Geography; Medicine; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001877322,0.0001078202,0.0001616955,0.000002605579,0.0001174917,0.00002031115,0.0001008566,0.00005350841,0.0001628564],"category_scores_gemma":[0.0001469299,0.00008040277,0.00002592839,0.0001651524,0.0002025376,0.00006880322,0.0001367468,0.0001361505,0.0000396354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485572,"about_ca_system_score_gemma":0.00002919096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000220008,"about_ca_topic_score_gemma":0.001133615,"domain_scores_codex":[0.9990585,0.00006454487,0.0001850388,0.000215414,0.0002295501,0.0002469844],"domain_scores_gemma":[0.9994696,0.00006010445,0.00005900682,0.0002485463,0.000007877071,0.0001549039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005413316,0.0001701982,0.9840316,0.0001174322,0.000008786435,0.00003118568,0.0016136,0.00008432266,0.001394225,0.000175312,0.0002550402,0.01206413],"study_design_scores_gemma":[0.0004883988,0.0001426717,0.9724165,0.0001375743,0.000005397387,0.000004323707,0.0002081362,0.000009880074,0.02629699,0.0001600346,0.00004513466,0.00008499876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950255,0.0001504119,0.00001974895,0.0007418864,0.0001043323,0.0004354059,0.00000401832,0.000009535511,0.003509116],"genre_scores_gemma":[0.9990151,0.00003110632,0.00007709816,0.0005809859,0.0000147522,0.00002212304,0.000001985654,0.000005696511,0.0002511507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02490276,"threshold_uncertainty_score":0.327873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284864712128993,"score_gpt":0.2778757018543246,"score_spread":0.2650270547330347,"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."}}