{"id":"W2013925595","doi":"10.3109/14767058.2012.670415","title":"International survey on gestational diabetes","year":2012,"lang":"en","type":"article","venue":"The Journal of Maternal-Fetal & Neonatal Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gestational diabetes; Medicine; Family medicine; Diabetes mellitus; Test (biology); Gynecology; Obstetrics; Pregnancy; Gestation; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003160688,0.0007103981,0.0007819493,0.003032237,0.0004312719,0.0005984089,0.000850278,0.0006105574,0.009992349],"category_scores_gemma":[0.00707802,0.0003507128,0.0008184143,0.006328309,0.000268171,0.0008375735,0.001317207,0.001637093,0.004260648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177146,"about_ca_system_score_gemma":0.001789257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0234996,"about_ca_topic_score_gemma":0.01458492,"domain_scores_codex":[0.9970289,0.0007823092,0.000799406,0.0003453859,0.0007366149,0.0003073048],"domain_scores_gemma":[0.9921537,0.001135216,0.0027348,0.0004888294,0.002751907,0.0007355077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003652704,0.0002247865,0.6603055,0.001987363,0.0002481328,0.000117272,0.0008396779,0.0003788585,0.000364565,0.001566864,0.2800862,0.05351556],"study_design_scores_gemma":[0.00006024843,0.0001160532,0.9134538,0.0004863056,0.00004553796,0.0002397119,0.0004954759,0.0001587787,0.00008004763,0.0002105044,0.08463039,0.00002311203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.08436869,0.004675214,0.001735927,0.003433706,0.0006725179,0.003776166,0.8274598,0.0003997632,0.07347833],"genre_scores_gemma":[0.2847181,0.01381348,0.009302475,0.004500011,0.0004347586,0.01813734,0.6464052,0.0002161236,0.02247247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0234996,"threshold_uncertainty_score":0.04672563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795432027393991,"score_gpt":0.3152628954235822,"score_spread":0.2873085751496423,"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."}}