{"id":"W1977860042","doi":"10.1007/s11892-012-0330-3","title":"Establishing Consensus in the Diagnosis of Gestational Diabetes Following HAPO: Where Do We Stand?","year":2012,"lang":"en","type":"review","venue":"Current Diabetes Reports","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Consensus conference; Intensive care medicine; Pregnancy; Internal medicine; Endocrinology; Gestation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002711856,0.0006432519,0.002092995,0.0007502233,0.0001160946,0.0001681476,0.0003531841,0.0002261362,0.0001773877],"category_scores_gemma":[0.001877085,0.0004484017,0.0009794153,0.001012792,0.0001788044,0.0002301247,0.0002290626,0.0009398438,0.00002046629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002898244,"about_ca_system_score_gemma":0.0007199067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008243356,"about_ca_topic_score_gemma":0.000005876585,"domain_scores_codex":[0.9939454,0.0005387181,0.00184975,0.000731625,0.001799412,0.001135121],"domain_scores_gemma":[0.994354,0.003064954,0.001090671,0.0008991531,0.0002719886,0.000319262],"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":[0.000002305349,0.0005217615,0.1220519,0.06461898,0.0004636563,0.0001802318,0.0001722352,0.000003264411,7.965099e-7,0.0001289939,0.008377232,0.8034787],"study_design_scores_gemma":[0.0003191169,0.00009265708,0.004762562,0.04862842,0.001674728,0.00000947939,0.0001071645,0.000009444992,0.000004160861,0.0003527741,0.943652,0.0003875356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009650003,0.9855165,0.000001935291,0.0003212786,0.001118019,0.002687687,0.0001613898,0.00004026447,0.0005029417],"genre_scores_gemma":[0.005705458,0.9913104,0.0001902948,0.00002149388,0.0003046802,0.001657126,0.0006240463,0.00008546936,0.0001010302],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9352747,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09450439159293414,"score_gpt":0.3837067844657606,"score_spread":0.2892023928728265,"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."}}