{"id":"W3109223286","doi":"10.1101/2020.11.22.20236398","title":"Maternal obesity before pregnancy predicts offspring blood pressure at 18 years of age: A causal mediation analysis","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Birth, Development, and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; Mitacs; Children's Hospital Research Institute of Manitoba; University of Bristol; Diabetes Canada; Children's Hospital Foundation; Research Manitoba; Heart and Stroke Foundation of Canada; Lawson Foundation; Bill and Melinda Gates Foundation","keywords":"Offspring; Blood pressure; Medicine; Body mass index; Overweight; Pregnancy; Cohort; Confounding; Longitudinal study; Obstetrics; Obesity; Cohort study; Prospective cohort study; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005419292,0.0008891065,0.0006204169,0.0006999399,0.0006220411,0.001118001,0.001481013,0.000776986,0.007896089],"category_scores_gemma":[0.01249232,0.0005142603,0.003226444,0.0008682131,0.0003885038,0.000538619,0.001717985,0.001693087,0.0003553637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004350674,"about_ca_system_score_gemma":0.001877336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01748668,"about_ca_topic_score_gemma":0.009307198,"domain_scores_codex":[0.996426,0.002321226,0.00012918,0.0005390078,0.0002099133,0.000374644],"domain_scores_gemma":[0.993233,0.004279309,0.0009918223,0.0006821206,0.0004243198,0.0003893759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008971657,0.0002429911,0.9843494,0.00009918954,0.004102693,0.0002940047,0.0002380046,0.0008737509,0.0002888322,0.00125846,0.0009491738,0.0064063],"study_design_scores_gemma":[0.0004777267,0.001084821,0.9393036,0.0003675614,0.009788505,0.0007418016,0.001016417,0.03751203,0.0007270651,0.006236884,0.002685169,0.00005855083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825513,0.002477262,0.007288325,0.002256944,0.0002260246,0.0001282681,0.002870944,0.00009749792,0.002103453],"genre_scores_gemma":[0.9970754,0.0003805217,0.001191683,0.00009123258,0.00004480096,0.00009501926,0.0003914325,0.000008979942,0.000720897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01748668,"threshold_uncertainty_score":0.03476983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679888692850457,"score_gpt":0.2820523023714174,"score_spread":0.2552534154429128,"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."}}