{"id":"W2604082641","doi":"10.21037/jtd.2017.03.92","title":"Composition and oxidative potential of PM2.5 pollution and health","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oxidative phosphorylation; Environmental health; Pollution; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000762317,0.0001414448,0.0003663162,0.0000773975,0.000228586,0.00004765127,0.0001497591,0.0001349733,0.00009718541],"category_scores_gemma":[0.00004884288,0.00011926,0.00007826933,0.00003181828,0.0003152844,0.0003988486,0.00009527817,0.0005573445,0.000005645492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556386,"about_ca_system_score_gemma":0.0001353945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219028,"about_ca_topic_score_gemma":0.000003224464,"domain_scores_codex":[0.9984713,0.0002463807,0.0004538817,0.0001486389,0.0004692012,0.0002105911],"domain_scores_gemma":[0.9978049,0.00002459574,0.001563685,0.0001694429,0.00002341086,0.0004140109],"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":[0.0005472464,0.0001525486,0.002159494,0.001935774,0.00005934123,0.0003891584,0.0004309422,0.000116549,0.000168467,0.000009406844,0.9616491,0.03238203],"study_design_scores_gemma":[0.0009920185,0.001231609,0.9063339,0.003244159,0.0005448124,0.0004182974,0.0001255162,0.0003969994,0.00009594866,0.004542832,0.08150284,0.0005711282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1028903,0.001136122,0.001010762,0.8942071,0.0002412114,0.0002222914,0.0001734614,0.000004499322,0.000114267],"genre_scores_gemma":[0.7102374,0.0009546675,0.001675763,0.2857969,0.0010341,0.000001329909,0.00004262375,0.00001990228,0.0002372988],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9041743,"threshold_uncertainty_score":0.4863282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04654635709137131,"score_gpt":0.3778865120632692,"score_spread":0.3313401549718978,"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."}}