{"id":"W3088043395","doi":"10.1016/j.jped.2020.09.001","title":"Maternal weight before and during pregnancy in women with gestational diabetes: one step forward, one step back","year":2020,"lang":"en","type":"letter","venue":"Jornal de Pediatria","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Gestational diabetes; Pregnancy; Obstetrics; Two step; Diabetes mellitus; Gestation; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001778908,0.0004424759,0.000759532,0.0005111538,0.00008520076,0.000132335,0.0002274746,0.0002965769,0.0007056062],"category_scores_gemma":[0.0001084006,0.0003987366,0.00009142492,0.0003111129,0.0001021213,0.0002095346,0.0001893693,0.001649959,0.0001278158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740946,"about_ca_system_score_gemma":0.0003875459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005112784,"about_ca_topic_score_gemma":0.00004944162,"domain_scores_codex":[0.9960406,0.0001270969,0.0005882058,0.0006757263,0.001415062,0.001153285],"domain_scores_gemma":[0.9986523,0.0001544425,0.0002643196,0.0002714594,0.0001812189,0.0004763035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003108045,0.0005251481,0.6246083,0.03346377,0.002313701,0.007193169,0.00102351,0.00003283336,0.0003106845,0.000117038,0.3184304,0.008873375],"study_design_scores_gemma":[0.009270841,0.001811267,0.9281797,0.003285766,0.0004017328,0.0000359554,0.00006712554,0.0003657203,0.00004642905,0.0008016293,0.05510897,0.0006248645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7100567,0.0012522,0.0001771166,0.2842826,0.0001509218,0.002319326,0.0005764666,0.00008191336,0.00110281],"genre_scores_gemma":[0.2590704,0.01284998,0.08562917,0.5265741,0.04241998,0.004822968,0.009034569,0.001422489,0.05817636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4509863,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105871924515231,"score_gpt":0.2308463099476497,"score_spread":0.2202591174961266,"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."}}