{"id":"W4387949437","doi":"10.1289/ehp12196","title":"Fine Particulate Matter Metal Composition, Oxidative Potential, and Adverse Birth Outcomes in Los Angeles","year":2023,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"California Air Resources Board","keywords":"Interquartile range; Odds ratio; Medicine; Confidence interval; Particulates; Environmental health; Environmental chemistry; Physiology; Chemistry; 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":[0.0002495823,0.0001289681,0.0001198646,0.0005245964,0.0003953094,0.0003966434,0.0002705666,0.000185313,0.002594894],"category_scores_gemma":[0.0009569962,0.0001537863,0.0001428239,0.0004095558,0.0001384349,0.0001713304,0.0003515291,0.0003681498,0.0002025884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007824841,"about_ca_system_score_gemma":0.0008696665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1728535,"about_ca_topic_score_gemma":0.1860759,"domain_scores_codex":[0.9998833,0.00002674393,0.00001214382,0.00002721096,0.00002508706,0.0000255033],"domain_scores_gemma":[0.9993836,0.00007348891,0.0002090679,0.0000255832,0.0001388862,0.0001693922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007960196,0.00005836331,0.9939142,0.00003067437,0.00006002892,0.00007153925,0.0001156742,0.00006066538,0.000162111,0.00006068922,0.002086136,0.003300344],"study_design_scores_gemma":[0.000004346126,0.00002456893,0.9987078,0.0000196457,0.00002175672,0.00004759796,0.0002328393,0.0001222904,0.0000461993,0.00004158733,0.0007286837,0.000002710968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945775,0.0008490714,0.00009990596,0.000687367,0.00001928308,0.00000938335,0.002040806,0.00001834142,0.001698344],"genre_scores_gemma":[0.9963641,0.0006823446,0.0001324203,0.0001283078,0.00003116581,0.00001845546,0.001249667,0.000004645821,0.00138895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1728535,"threshold_uncertainty_score":0.3436948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200257514679814,"score_gpt":0.3052748187628979,"score_spread":0.2852490672949164,"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."}}