{"id":"W2045781464","doi":"10.1136/bmjopen-2011-000601","title":"Pre-pregnancy body mass index and the risk of adverse outcome in type 1 diabetic pregnancies: a population-based cohort study","year":2012,"lang":"en","type":"article","venue":"BMJ Open","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"Tommy's; Stockholms Läns Landsting; National Institute for Health and Care Research","keywords":"Medicine; Overweight; Body mass index; Obstetrics; Pregnancy; Population; Type 1 diabetes; Birth weight; Cohort; Gestational diabetes; Pediatrics; Diabetes mellitus; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.001429634,0.00009174732,0.0003028595,0.00009634925,0.0000422724,0.00001329241,0.0001679395,0.00002615185,0.00009437672],"category_scores_gemma":[0.0009911496,0.00005817298,0.00003235818,0.0002191075,0.00005227852,0.0001359039,0.0001736522,0.0001099563,0.00001141576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004646386,"about_ca_system_score_gemma":0.00007108873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751214,"about_ca_topic_score_gemma":0.0001480561,"domain_scores_codex":[0.998631,0.000252048,0.0003209534,0.0001481208,0.0004197369,0.0002281444],"domain_scores_gemma":[0.9990872,0.0002403411,0.0001289202,0.000371018,0.00008127346,0.00009120325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004832722,0.0003185321,0.9978755,0.0002100767,0.00009762868,0.000003423475,0.0002753473,0.0001291556,0.000004006904,0.000164586,0.00003894488,0.0003995523],"study_design_scores_gemma":[0.005274508,0.0002083757,0.99194,0.0003173756,0.0001040893,1.99507e-7,0.000358648,0.001555001,0.000005166342,0.0001381094,0.00003141445,0.00006708407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810516,0.0001673906,0.00003276845,0.0001795054,0.00004833308,0.01704255,0.000009439621,0.00000679861,0.001461571],"genre_scores_gemma":[0.9969376,0.00001672014,0.0002024826,0.00007862117,0.00001347964,0.001664641,0.00002784898,0.00001058009,0.001048069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588592,"threshold_uncertainty_score":0.2647324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04260159913296289,"score_gpt":0.3859396672338682,"score_spread":0.3433380681009053,"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."}}