{"id":"W4396659366","doi":"10.1097/ee9.0000000000000308","title":"A cohort study of the multipollutant effects of PM2.5, NO2, and O3 on C-reactive protein levels during pregnancy","year":2024,"lang":"en","type":"article","venue":"Environmental Epidemiology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Carleton University; Health Canada; Queen's University","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Pregnancy; Environmental health; Cohort; Cohort study; Medicine; Chemistry; Obstetrics; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00150175,0.0005562156,0.0005443082,0.0005440768,0.0008465496,0.000810336,0.0006363768,0.0006825829,0.001120564],"category_scores_gemma":[0.002599869,0.0008915751,0.0007981486,0.001165848,0.00031217,0.0004733153,0.0006509096,0.0009118763,0.0002271644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006271949,"about_ca_system_score_gemma":0.001025951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0408841,"about_ca_topic_score_gemma":0.03534324,"domain_scores_codex":[0.9989269,0.0003048372,0.00007491297,0.0003402192,0.0001671784,0.0001859277],"domain_scores_gemma":[0.9981409,0.0002880929,0.0004449644,0.000485212,0.0002284048,0.0004122716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005382653,0.0001483663,0.9964285,0.000009892631,0.0003210693,0.0002293831,0.0003390624,0.00004597858,0.0006718737,0.00003504146,0.0001500797,0.001082516],"study_design_scores_gemma":[0.00003624037,0.0003382614,0.9983135,0.000007928472,0.0001258069,0.0002569777,0.0002685204,0.0002919496,0.00009423948,0.00002155221,0.0002361596,0.0000089081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989882,0.0001062418,0.0002056263,0.00001892152,0.000006648856,0.00001819712,0.0005254857,0.000003044425,0.0001276184],"genre_scores_gemma":[0.9988436,0.0001012031,0.0002423628,0.0000326233,0.000005578538,0.00003283188,0.0003824577,0.000004146994,0.0003552979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0408841,"threshold_uncertainty_score":0.08129227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364149515421028,"score_gpt":0.3089102632246541,"score_spread":0.2752687680704439,"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."}}