{"id":"W4407233897","doi":"10.1016/j.preghy.2025.101202","title":"Ethnocultural status and risk of preeclampsia in a Canadian setting","year":2025,"lang":"en","type":"article","venue":"Pregnancy Hypertension","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Health Canada","keywords":"Preeclampsia; Medicine; Environmental health; Obstetrics; Pregnancy; 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":[0.0007539676,0.0003328469,0.0002921099,0.001091641,0.002618945,0.001010656,0.0008034912,0.0003755809,0.001426733],"category_scores_gemma":[0.002223639,0.0002784113,0.0005363306,0.002528283,0.0005811124,0.0002124194,0.0008456047,0.0006148026,0.000086709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01068499,"about_ca_system_score_gemma":0.01811768,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859299,"about_ca_topic_score_gemma":0.9863967,"domain_scores_codex":[0.9990842,0.0001381342,0.00004873063,0.000178428,0.0002399786,0.0003105581],"domain_scores_gemma":[0.9984587,0.0001071651,0.0004673863,0.00005945602,0.0004867642,0.0004204113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005801309,0.00001530474,0.9965508,0.00002471102,0.00007321969,0.00009061477,0.0002797535,0.00007275153,0.0001160466,0.00008039631,0.0002798611,0.002358467],"study_design_scores_gemma":[0.000008779659,0.0000199262,0.9986401,0.00004069736,0.00003942477,0.0001108785,0.0004835831,0.0002083185,0.00003865165,0.00003396337,0.0003672453,0.000008366375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947661,0.001265957,0.0001508504,0.000432771,0.00001427302,0.00002482403,0.001677571,0.000007086841,0.001660603],"genre_scores_gemma":[0.9988191,0.0004886281,0.0001382508,0.00005872067,0.000005332851,0.000006072635,0.0003208889,0.000001656235,0.0001613634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407009,"threshold_uncertainty_score":0.07752544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513356402171747,"score_gpt":0.2593259756339631,"score_spread":0.2441924116122457,"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."}}