{"id":"W3194354569","doi":"10.1289/isee.2021.p-126","title":"Association between exposure to PM2.5 components and disease aggravation in Parkinson’s disease: an analysis in New York State","year":2021,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Confidence interval; Poisson regression; Confounding; Medicine; Population; Environmental health; Demography; Internal medicine","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":[0.0007266765,0.0002946109,0.0004491271,0.001036455,0.0006290016,0.0006153918,0.0005247066,0.0003945092,0.00163651],"category_scores_gemma":[0.001431711,0.0003220525,0.001064492,0.001652917,0.0002909886,0.0004083982,0.0009534527,0.0006228912,0.0001137029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471332,"about_ca_system_score_gemma":0.001610461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3377859,"about_ca_topic_score_gemma":0.4010451,"domain_scores_codex":[0.9994885,0.0001057494,0.0000696702,0.0001786313,0.00008417482,0.00007333587],"domain_scores_gemma":[0.9986601,0.0002602027,0.0004579785,0.000105253,0.0002668093,0.0002497041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007688041,0.00001743635,0.9984358,0.00002030872,0.0001735005,0.00004231272,0.00008784599,0.0001215065,0.0001256877,0.00001912116,0.0002787263,0.0006007528],"study_design_scores_gemma":[0.000004772144,0.00001537391,0.9991471,0.000008054802,0.00004826962,0.00002553279,0.0001101897,0.0004407444,0.00001516636,0.000008435212,0.0001732419,0.000003126355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966942,0.0004807844,0.0001618434,0.00008679766,0.0000147245,0.00001738604,0.002237351,0.000004905333,0.0003019288],"genre_scores_gemma":[0.9971727,0.0002319502,0.0001100727,0.00002855046,0.00001322763,0.00003490657,0.002136227,0.000003954771,0.0002684623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3377859,"threshold_uncertainty_score":0.6716394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06613412365799841,"score_gpt":0.3071176536860052,"score_spread":0.2409835300280068,"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."}}