{"id":"W2893889473","doi":"10.3389/fendo.2019.00163","title":"Commentary: Obesity and Weight Gain in Pregnancy and Postpartum: an Evidence Review of Lifestyle Interventions to Inform Maternal and Child Health Policies","year":2019,"lang":"en","type":"letter","venue":"Frontiers in Endocrinology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Guelph General Hospital; University of Toronto","funders":"National Institute of General Medical Sciences; Australian Government; World Health Organization","keywords":"Obesity; Pregnancy; Psychological intervention; Medicine; Weight gain; Childhood obesity; Obstetrics; Gynecology; Body weight; Endocrinology; Psychiatry; Overweight","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":[0.01215036,0.00149818,0.003716,0.002527884,0.004926894,0.005132082,0.003944174,0.07095674,0.01158719],"category_scores_gemma":[0.1050713,0.00128396,0.00272441,0.002693467,0.003763847,0.004703751,0.002983603,0.04814067,0.006421515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009898558,"about_ca_system_score_gemma":0.02392664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888366,"about_ca_topic_score_gemma":0.02938875,"domain_scores_codex":[0.987412,0.004711664,0.002407824,0.001127908,0.003317328,0.001023147],"domain_scores_gemma":[0.8920174,0.07967412,0.007384339,0.0009810529,0.01362646,0.006316656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007141876,0.00001411974,0.0001123081,0.0004919822,0.0000403511,0.000297581,0.00009849746,0.00002637222,0.00003772775,0.0006622191,0.9936093,0.004538133],"study_design_scores_gemma":[0.0005704146,0.0001096694,0.0008908772,0.008089844,0.0003505967,0.0008506584,0.0005386537,0.0002560807,0.0001608387,0.005658634,0.9824187,0.0001050872],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006864173,0.002687626,0.00003583066,0.9623347,0.03384402,0.00001864603,0.0001412665,0.00001023581,0.0008591553],"genre_scores_gemma":[0.0007248207,0.002043455,0.0001259912,0.9436957,0.05169144,0.00008607914,0.00003414378,0.00001515201,0.001583155],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07095674,"threshold_uncertainty_score":0.07181942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710388489646238,"score_gpt":0.3373988094519261,"score_spread":0.3102949245554638,"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."}}