{"id":"W3093428382","doi":"10.1007/s00125-020-05308-z","title":"Effects of lifestyle intervention during pregnancy on postpartum diabetes among Chinese women with gestational diabetes","year":2020,"lang":"en","type":"letter","venue":"Diabetologia","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Key Research and Development Program of China; Eli Lilly and Company","keywords":"Gestational diabetes; Medicine; Pregnancy; Diabetes mellitus; Obstetrics; Gestation; Gynecology; Endocrinology","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":[0.000590816,0.000200848,0.0003615034,0.0002399837,0.0008703661,0.0003314246,0.0002651818,0.0009659076,0.001478825],"category_scores_gemma":[0.002961159,0.0001616042,0.0004871204,0.0004284598,0.000223335,0.0002073363,0.0002263394,0.0008212191,0.0001168119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079575,"about_ca_system_score_gemma":0.001693948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04155977,"about_ca_topic_score_gemma":0.05445979,"domain_scores_codex":[0.9997914,0.00008193918,0.00002487092,0.00001907113,0.00002553732,0.00005718285],"domain_scores_gemma":[0.9992821,0.0002924693,0.00009000491,0.00002727397,0.00008780373,0.0002203957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01412689,0.004518957,0.7785749,0.0007241977,0.0006202442,0.006298359,0.003503724,0.0001688617,0.003807302,0.0002265411,0.009542282,0.1778877],"study_design_scores_gemma":[0.001505745,0.004755923,0.9851735,0.000196343,0.0008859333,0.0005652259,0.002620524,0.0002988846,0.0004459011,0.0001816141,0.003340336,0.00003017678],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722043,0.002609008,0.00002949231,0.02135067,0.0005056978,0.00005933179,0.0001055219,0.00000765983,0.003128337],"genre_scores_gemma":[0.9826013,0.003052221,0.0002042101,0.01193255,0.0006150776,0.00009921568,0.000075485,0.000003242307,0.001416629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04155977,"threshold_uncertainty_score":0.0826357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005427378535138447,"score_gpt":0.2335187794095391,"score_spread":0.2280914008744006,"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."}}