{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008881193,0.0002099087,0.0003489928,0.0004274242,0.001276501,0.00077858,0.0003673673,0.005015528,0.002122638],"category_scores_gemma":[0.003373379,0.0001348219,0.0002247761,0.0003853328,0.001093759,0.0005926574,0.0003694769,0.002981773,0.0006885247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768566,"about_ca_system_score_gemma":0.001072669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086433,"about_ca_topic_score_gemma":0.01982258,"domain_scores_codex":[0.9994772,0.0001356257,0.00006240827,0.00005108433,0.0001986018,0.00007503219],"domain_scores_gemma":[0.998614,0.0005485906,0.0002094024,0.00005458026,0.0003868481,0.0001865318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008093513,0.000705638,0.4522253,0.0005787158,0.0001535941,0.05476452,0.002008024,0.0003782202,0.005072286,0.007121908,0.3451483,0.1310341],"study_design_scores_gemma":[0.0001694496,0.0006685295,0.4356044,0.001061058,0.0001292636,0.06875258,0.003540841,0.001445298,0.002795593,0.02200202,0.4637313,0.0000996614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1287853,0.0228013,0.0004065298,0.8081841,0.00534413,0.00007280405,0.0002962036,0.00004154362,0.03406816],"genre_scores_gemma":[0.7040336,0.02204389,0.0006638164,0.2197309,0.03854626,0.00006105978,0.0003019508,0.00001836556,0.0146002],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01086433,"threshold_uncertainty_score":0.02160215,"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."}}