{"id":"W2063489104","doi":"10.1097/anc.0b013e3181bc8559","title":"Development of Macrosomia Resulting From Gestational Diabetes Mellitus","year":2010,"lang":"en","type":"review","venue":"Advances in Neonatal Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gestational diabetes; Psychosocial; Diabetes mellitus; Socioeconomic status; Pregnancy; Population; Affect (linguistics); Obstetrics; Sedentary lifestyle; Gestation; Obesity; Endocrinology; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001539521,0.0002889958,0.0009481802,0.0002769366,0.00005381227,0.00001520212,0.0002351401,0.0001681247,0.00008687327],"category_scores_gemma":[0.0003067352,0.0002470012,0.0001722508,0.0002709684,0.0001084753,0.0001555172,0.0001702696,0.0005603501,0.00003641636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189801,"about_ca_system_score_gemma":0.0005603685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009927762,"about_ca_topic_score_gemma":0.0001698128,"domain_scores_codex":[0.997732,0.00004839209,0.0007573872,0.0004417813,0.0006582143,0.0003622255],"domain_scores_gemma":[0.9986479,0.0004568095,0.0002797943,0.0002766988,0.0002165475,0.0001222991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000142193,0.00001934626,0.0001296667,0.02054363,0.0000539772,0.00002703295,0.0005498425,0.000003821111,0.000005289529,0.0001421834,0.000009854274,0.9785011],"study_design_scores_gemma":[0.0004806759,0.00003462852,0.0003591781,0.011248,0.00008793877,9.484471e-7,0.0004184336,0.000005052661,0.00008883129,0.0001242933,0.9869435,0.0002084975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009014904,0.9964404,0.00002881264,0.000008954291,0.0001941447,0.0007784879,0.0006457297,0.00001872307,0.0009832614],"genre_scores_gemma":[0.0002529765,0.9575534,0.03485293,0.00001989233,0.00009176664,0.0002332482,0.00687892,0.00003655762,0.00008028431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9869336,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254431123941106,"score_gpt":0.3576953193976481,"score_spread":0.335151008158237,"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."}}