{"id":"W4312994148","doi":"10.2196/41442","title":"Risk of De Novo Hypertensive Disorders of Pregnancy After Exposure to PM1 and PM2.5 During the Period From Preconception to Delivery: Birth Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Peking University; National Natural Science Foundation of China","keywords":"Medicine; Pregnancy; Obstetrics; Cohort study; Cohort; Preterm delivery; Environmental health; Gynecology; Gestation; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000930079,0.0004324783,0.0004583057,0.0006941491,0.0006760905,0.0008048959,0.0006104896,0.0005975486,0.001327339],"category_scores_gemma":[0.001478401,0.0006745353,0.0008338912,0.001186852,0.0002036812,0.0004029348,0.0005939088,0.000926154,0.0002075682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004186432,"about_ca_system_score_gemma":0.0005638782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201402,"about_ca_topic_score_gemma":0.02090209,"domain_scores_codex":[0.9992936,0.00009895689,0.00006227826,0.0003104537,0.0001045055,0.0001302089],"domain_scores_gemma":[0.9991092,0.00009853693,0.0002807353,0.0001909472,0.0001157519,0.0002047623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002933664,0.00004179444,0.997579,0.00001656552,0.0002287341,0.0001456804,0.0001403303,0.00003591503,0.0003340325,0.00002773562,0.000120885,0.00103594],"study_design_scores_gemma":[0.00001510481,0.00009389858,0.999046,0.000009870239,0.0001083323,0.0001858949,0.0001052886,0.0001565688,0.00004294176,0.00001761064,0.0002127912,0.000005669433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973621,0.0005222042,0.0002538071,0.0000301593,0.00001576994,0.00002896792,0.001509723,0.000006597502,0.0002706458],"genre_scores_gemma":[0.9977115,0.0004547672,0.0002357313,0.00003195263,0.00001208299,0.00003942856,0.000961779,0.000005046552,0.0005477393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201402,"threshold_uncertainty_score":0.04377174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531039135214333,"score_gpt":0.2626959305844408,"score_spread":0.2473855392322975,"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."}}