{"id":"W4366519504","doi":"10.1289/ehp10825","title":"Individual, Independent, and Joint Associations of Toxic Metals and Manganese on Hypertensive Disorders of Pregnancy: Results from the MIREC Canadian Pregnancy Cohort","year":2023,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada; University of Manitoba; Simon Fraser University; Université de Montréal; McMaster University; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Preeclampsia; Medicine; Pregnancy; Obstetrics; Gestational hypertension; Relative risk; Blood pressure; Gestation; Cohort; Cohort study; Gestational age; Internal medicine; Endocrinology; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004626525,0.0001793462,0.0003552284,0.00007377903,0.0003092586,0.00001201073,0.0001315914,0.00008755063,0.0001154137],"category_scores_gemma":[0.0001537999,0.0001421632,0.00006431871,0.0001940344,0.0005068082,0.0001373685,0.0001549442,0.0001923411,0.00003287231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002884381,"about_ca_system_score_gemma":0.00004262083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1026204,"about_ca_topic_score_gemma":0.07325988,"domain_scores_codex":[0.9980677,0.0002656833,0.0004074985,0.0004705636,0.0004464175,0.0003421628],"domain_scores_gemma":[0.9989389,0.0002909133,0.0002568609,0.0002826812,0.000003204236,0.0002274394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005977495,0.0006997067,0.8848498,0.00004526505,0.0004042239,0.00001602543,0.08475976,0.0001338322,0.003985173,0.0003030449,0.001039827,0.0237035],"study_design_scores_gemma":[0.0004855341,0.0002739557,0.9899507,0.0001073039,0.00003082436,0.000001522209,0.007824699,0.00003569442,0.000549886,0.0004733709,0.0001411983,0.0001252922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916716,0.002322053,0.000001530486,0.002153448,0.00005168578,0.0007912944,0.001968594,0.00001573486,0.001024034],"genre_scores_gemma":[0.9960828,0.003340794,0.00007716673,0.0001766394,0.00001271616,0.00002993166,0.00008676075,0.00001685018,0.0001763656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051008,"threshold_uncertainty_score":0.9436507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154179319098057,"score_gpt":0.2655656176140615,"score_spread":0.2340238244230809,"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."}}