{"id":"W1976034285","doi":"10.1503/cmaj.080865","title":"Diabetes during and after pregnancy: Screen more, monitor better","year":2008,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Gestational diabetes; Pregnancy; Medicine; Diabetes mellitus; Offspring; Obstetrics; Diabetes in pregnancy; Gestation; Fetus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001922993,0.0005880564,0.001089224,0.0009246586,0.002102548,0.001760171,0.001208638,0.01633746,0.00387978],"category_scores_gemma":[0.01372917,0.0003004453,0.0007027294,0.0006832337,0.001447837,0.003870214,0.0007840886,0.01820886,0.002128813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146165,"about_ca_system_score_gemma":0.004007624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406865,"about_ca_topic_score_gemma":0.01926269,"domain_scores_codex":[0.9981054,0.0006715865,0.0002842846,0.000153951,0.0005154331,0.0002693589],"domain_scores_gemma":[0.9965282,0.001320842,0.000341283,0.0001089725,0.0007060228,0.0009946439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002869906,0.0003708228,0.01835489,0.0002773458,0.00004983541,0.01635766,0.0007610121,0.0001360726,0.001263298,0.003817073,0.8430964,0.1152286],"study_design_scores_gemma":[0.0008588287,0.001263456,0.05349158,0.004404659,0.0002248004,0.08137247,0.005323765,0.001457601,0.001201298,0.02692442,0.823208,0.0002690611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00286439,0.004427325,0.0001781834,0.9794151,0.009749269,0.00002558787,0.00003427142,0.00002371369,0.003282119],"genre_scores_gemma":[0.02440166,0.01107637,0.0009993073,0.8908412,0.06657149,0.00007059509,0.00006335603,0.00002098838,0.005955022],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01633746,"threshold_uncertainty_score":0.02797353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006575640766246867,"score_gpt":0.2303578795553337,"score_spread":0.2237822387890868,"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."}}