{"id":"W1996520499","doi":"10.1097/grf.0b013e3182a8e029","title":"Clinical Diagnosis of Gestational Diabetes","year":2013,"lang":"en","type":"review","venue":"Clinical Obstetrics & Gynecology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gestational diabetes; False positive paradox; Obstetrics; Diabetes mellitus; Harm; Gestation; Gestational age; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000684491,0.0007121938,0.001378145,0.002084145,0.0002962609,0.0006571361,0.0007557019,0.001021904,0.005472232],"category_scores_gemma":[0.002767744,0.0001565522,0.0004851345,0.002492476,0.0005989919,0.0005492367,0.0008626806,0.001124198,0.002738175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523041,"about_ca_system_score_gemma":0.001305277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002990617,"about_ca_topic_score_gemma":0.002109865,"domain_scores_codex":[0.9992214,0.0001993764,0.0001617099,0.0001046692,0.0002455032,0.00006718839],"domain_scores_gemma":[0.9990088,0.0004715233,0.0002195214,0.00004578787,0.0001999228,0.0000544051],"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":[0.0001163281,0.000064673,0.003857261,0.01031882,0.0001091494,0.001255379,0.0001629118,0.0001164965,0.00109138,0.005162922,0.1153586,0.8623861],"study_design_scores_gemma":[0.00004861678,0.0000592813,0.006589985,0.01504339,0.0001686932,0.00881217,0.0001962555,0.0001012344,0.0004299294,0.00262508,0.9658871,0.00003839267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001044221,0.979319,0.0008549477,0.002195884,0.001734001,0.00006915371,0.000323344,0.00003645424,0.01442301],"genre_scores_gemma":[0.01415698,0.976853,0.00156712,0.00235188,0.001038205,0.0000682268,0.0009952122,0.000008178706,0.002961101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005472232,"threshold_uncertainty_score":0.01830649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1902523284905731,"score_gpt":0.4827262158426037,"score_spread":0.2924738873520307,"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."}}