{"id":"W2800110841","doi":"10.1210/jc.2017-02654","title":"Postnatal Lifestyle Intervention for Overweight Women With Previous Gestational Diabetes: A Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Public Health Agency; Queen's University Belfast","keywords":"Medicine; Overweight; Gestational diabetes; Randomized controlled trial; Weight loss; Type 2 diabetes; Physical therapy; Obesity; Randomization; Diabetes mellitus; Referral; Obstetrics; Pediatrics; Pregnancy; Internal medicine; Gestation; Endocrinology; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001569556,0.000917164,0.002662598,0.0004884546,0.000438658,0.000765749,0.0008080127,0.001707266,0.00583345],"category_scores_gemma":[0.00341807,0.0005735043,0.001792966,0.0005975483,0.0005483896,0.000579943,0.0004705568,0.0015937,0.0003475053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005707233,"about_ca_system_score_gemma":0.001532922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00224319,"about_ca_topic_score_gemma":0.003234561,"domain_scores_codex":[0.9989818,0.0005621627,0.0001117269,0.0001485616,0.0001001552,0.00009564],"domain_scores_gemma":[0.9990432,0.0003132246,0.0002963188,0.00006155366,0.00005852372,0.0002273062],"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":[0.9551489,0.008349608,0.001618624,0.004567587,0.002519103,0.00007570902,0.00007116391,0.0001603232,0.0008509179,0.0001005685,0.0006727243,0.02586471],"study_design_scores_gemma":[0.9762396,0.01947794,0.002439966,0.000260034,0.0009977104,0.00002237744,0.00002501351,0.0001622553,0.00009171305,0.00003871043,0.0002393013,0.000005497275],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643052,0.02075462,0.0007594654,0.001283273,0.0009897931,0.009298684,0.0009321254,0.0001253034,0.001551572],"genre_scores_gemma":[0.9546944,0.01598697,0.00347825,0.001365612,0.0006490974,0.02137162,0.0006658097,0.00001774883,0.001770403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00583345,"threshold_uncertainty_score":0.0195148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545088131587504,"score_gpt":0.3769902595587284,"score_spread":0.3515393782428534,"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."}}