{"id":"W1992739703","doi":"10.1111/dme.12358","title":"Hyperglycaemia in pregnancy: what's in a name?","year":2013,"lang":"en","type":"letter","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Pregnancy; Obstetrics; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004007325,0.0004341573,0.001117185,0.001246423,0.00002017261,0.00004546403,0.0002959645,0.0005283034,0.003234848],"category_scores_gemma":[0.0008079397,0.0003411056,0.00008873053,0.0005972532,0.0002623778,0.0002144664,0.0001144838,0.002289019,0.0006063167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583319,"about_ca_system_score_gemma":0.0002179268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003457255,"about_ca_topic_score_gemma":0.00003398765,"domain_scores_codex":[0.9960989,0.0001682573,0.0007462936,0.0006833086,0.001257404,0.001045851],"domain_scores_gemma":[0.998383,0.0004260962,0.0001333811,0.0006682826,0.0001587584,0.0002304347],"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":[0.00001752661,0.0001103708,0.005525256,0.00295148,0.00007109844,0.003033657,0.0003406774,0.000002921753,0.00005619378,0.0000464779,0.9481829,0.03966141],"study_design_scores_gemma":[0.007176385,0.0008983879,0.0770176,0.03510166,0.0001397007,0.00001744981,0.0004424428,0.0004129992,0.00002818226,0.001888978,0.8763544,0.000521838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01993042,0.01781298,0.000007725365,0.9473339,0.0005866264,0.002602101,0.000006846295,0.00004782693,0.01167162],"genre_scores_gemma":[0.01902682,0.01208117,0.0003847512,0.9191171,0.002627191,0.001921002,0.002483947,0.0001693414,0.0421887],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07182854,"threshold_uncertainty_score":0.9999041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470074643903759,"score_gpt":0.2877583627441422,"score_spread":0.2630576163051046,"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."}}