{"id":"W4412653789","doi":"10.1002/oby.24357","title":"An <scp>eHealth</scp> Intervention in Pregnancy on Maternal Body Composition and Subsequent Perinatal Outcomes: A Randomized Trial","year":2025,"lang":"en","type":"article","venue":"Obesity","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of General Medical Sciences; Nutrition Obesity Research Center, University of North Carolina; National Institute of Nursing Research; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Louisiana Department of Health","keywords":"Randomized controlled trial; Medicine; eHealth; Pregnancy; Intervention (counseling); Obstetrics; Internal medicine; Nursing; Health care; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001626704,0.0006730703,0.001608773,0.0003614936,0.0003922825,0.0006511966,0.0006740723,0.001351666,0.006883116],"category_scores_gemma":[0.003451891,0.0003124442,0.001512348,0.0004119462,0.0004421852,0.0004418068,0.0004204027,0.001261308,0.0003118996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007235252,"about_ca_system_score_gemma":0.0018893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271644,"about_ca_topic_score_gemma":0.004065513,"domain_scores_codex":[0.9991013,0.0005148189,0.0001090268,0.0001205747,0.00008683959,0.00006759662],"domain_scores_gemma":[0.999139,0.0003882744,0.0002248187,0.0000397486,0.00005512956,0.0001530309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9256881,0.009591576,0.00197999,0.006044657,0.003402139,0.00005773795,0.00005930903,0.0003149691,0.0009944114,0.0002304513,0.001034594,0.05060204],"study_design_scores_gemma":[0.9617252,0.03037626,0.003548105,0.0005887893,0.00214463,0.00002602065,0.00003127986,0.0005004227,0.0002774483,0.0001710575,0.0006009217,0.000009876948],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569557,0.01901767,0.001123915,0.001679859,0.0009263069,0.01553874,0.001290602,0.000142094,0.003325162],"genre_scores_gemma":[0.9601522,0.009211573,0.003939025,0.001644772,0.0006237729,0.0213195,0.0006316098,0.00001416416,0.002463389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006883116,"threshold_uncertainty_score":0.02302629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434490745211471,"score_gpt":0.3340951788588635,"score_spread":0.3197502714067488,"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."}}