{"id":"W2015541979","doi":"10.1016/j.envpol.2014.03.004","title":"Metal composition of fine particulate air pollution and acute changes in cardiorespiratory physiology","year":2014,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada; Algoma University","keywords":"Cardiorespiratory fitness; Cadmium; Interquartile range; Particulates; Respiratory system; Physiology; Heart rate; Environmental chemistry; Medicine; Chemistry; Blood pressure; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003544865,0.0001249205,0.0002103211,0.0000471768,0.00009087979,0.000002575344,0.00005559534,0.00009333862,0.0001725782],"category_scores_gemma":[0.000007726471,0.000121977,0.0000348527,0.00008060942,0.0003457883,0.0001726926,0.00009647082,0.00009812936,0.00006973984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085915,"about_ca_system_score_gemma":0.000003021648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001773614,"about_ca_topic_score_gemma":0.0001417422,"domain_scores_codex":[0.9988692,0.0002247957,0.0002242855,0.0002413575,0.0001817084,0.0002586592],"domain_scores_gemma":[0.9996206,0.00001582182,0.0001181615,0.000145649,6.232804e-7,0.00009913164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001339317,0.0001807691,0.0182368,0.00002400902,0.00002075532,0.000001585916,0.0005364395,0.005587181,0.958441,0.0002025374,0.0002058302,0.01642919],"study_design_scores_gemma":[0.0005907191,0.0002821324,0.955645,0.00001209718,0.00002676479,0.000006746453,0.00004036695,0.002303391,0.03938704,0.0003330652,0.001247559,0.0001251792],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971423,0.00006393695,0.0003438018,0.001998977,0.00006040642,0.000192602,0.00003527275,0.00001490258,0.0001477821],"genre_scores_gemma":[0.9981304,0.00005651094,0.0003042753,0.001396841,0.00004066264,0.00001144665,0.0000285084,0.000008357383,0.00002300265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9374081,"threshold_uncertainty_score":0.4974079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447992409478899,"score_gpt":0.2487532330587749,"score_spread":0.2342733089639859,"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."}}