{"id":"W4381378420","doi":"10.2337/db23-255-or","title":"255-OR: Postpartum Weight Retention and the Early Evolution of Cardiovascular Risk over the First 5 Years after Delivery","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Weight gain; Pregnancy; Prediabetes; Obstetrics; Diabetes mellitus; Logistic regression; Internal medicine; Weight change; Type 2 diabetes; Weight loss; Obesity; Endocrinology; Body weight; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003778524,0.0001262998,0.0001382424,0.0002114759,0.0001764976,0.0003695842,0.0002770548,0.0002537523,0.003076364],"category_scores_gemma":[0.002191921,0.00008762624,0.0003841305,0.0002728145,0.00013729,0.0002456415,0.0002596665,0.0003753109,0.0003695151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001567297,"about_ca_system_score_gemma":0.0002259536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740276,"about_ca_topic_score_gemma":0.002398471,"domain_scores_codex":[0.9998448,0.0000325555,0.00001384315,0.00002783191,0.00002921918,0.00005182823],"domain_scores_gemma":[0.9993044,0.0001573782,0.0003565483,0.00004614991,0.00004317035,0.00009237048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009310881,0.00008723409,0.9892841,0.00001525921,0.00005209243,0.000263888,0.00005928527,0.00005154774,0.0007518891,0.00003799077,0.0002281327,0.008237518],"study_design_scores_gemma":[0.000003728084,0.0001088592,0.9993304,0.000005128365,0.00001577191,0.0001532041,0.00006191658,0.0001126102,0.000068236,0.00002147241,0.0001170855,0.000001629762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989094,0.0002489316,0.00008165363,0.00007351935,0.00001413661,0.000003610751,0.0001462676,0.000003762283,0.0005186512],"genre_scores_gemma":[0.9991416,0.0001025451,0.00007469348,0.00002615305,0.00001161312,0.000005273042,0.0001409647,0.000001526267,0.0004954528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003076364,"threshold_uncertainty_score":0.01029152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007685861222196284,"score_gpt":0.2134978038768743,"score_spread":0.205811942654678,"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."}}