{"id":"W3037106351","doi":"10.1016/j.envint.2020.105880","title":"Fine particular matter and its constituents in air pollution and gestational diabetes mellitus","year":2020,"lang":"en","type":"article","venue":"Environment International","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Natural Science Foundation of China","keywords":"Gestational diabetes; Interquartile range; Medicine; Odds ratio; Confounding; Confidence interval; Pregnancy; Environmental health; Obstetrics; Gestation; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006214441,0.000370722,0.0003299492,0.0007862497,0.0002813296,0.0005344139,0.0003573337,0.0004598662,0.0009087754],"category_scores_gemma":[0.001480949,0.0002299246,0.001060547,0.001190557,0.0002432939,0.0002423116,0.0005747202,0.000469746,0.0001003646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735297,"about_ca_system_score_gemma":0.000581727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02432821,"about_ca_topic_score_gemma":0.01603371,"domain_scores_codex":[0.9996465,0.000129005,0.00003601061,0.00007864001,0.00005643059,0.00005334401],"domain_scores_gemma":[0.9992341,0.000185537,0.0003342053,0.00005119576,0.00005749851,0.0001374297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002787584,0.00006365895,0.9925715,0.00006770614,0.0003095951,0.0001520568,0.0000674562,0.0002691502,0.0006339768,0.0001036469,0.0001514456,0.005331037],"study_design_scores_gemma":[0.000006255152,0.00005398064,0.9983365,0.00002049038,0.0001467203,0.00009151093,0.00005269132,0.0007451304,0.00006896885,0.0001336115,0.0003405603,0.000003563786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873405,0.01025249,0.0004898456,0.0004378587,0.00005338873,0.00001313738,0.0003612436,0.00001343775,0.001038035],"genre_scores_gemma":[0.9972517,0.001849738,0.0002894622,0.00005763497,0.00004763247,0.000007408212,0.0001565155,0.000002419521,0.0003375637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02432821,"threshold_uncertainty_score":0.04837316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296124977063654,"score_gpt":0.2537776117278676,"score_spread":0.230816361957231,"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."}}