{"id":"W2037450239","doi":"10.1503/cmaj.050852","title":"Is there merit in treating gestational diabetes mellitus?","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gestational diabetes; Medicine; Pregnancy; Diabetes mellitus; Obstetrics; Pediatrics; Gestation; Gynecology; Gerontology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02219029,0.0005798941,0.00304127,0.001128469,0.001631356,0.004184796,0.00167409,0.0111193,0.008070362],"category_scores_gemma":[0.06289233,0.0004816848,0.001656959,0.001693904,0.005286966,0.006843463,0.002202576,0.009965705,0.00151446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00423086,"about_ca_system_score_gemma":0.00823477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005383398,"about_ca_topic_score_gemma":0.01515685,"domain_scores_codex":[0.988689,0.006065407,0.001321306,0.0005334586,0.00274212,0.0006486815],"domain_scores_gemma":[0.9661396,0.02107766,0.003512589,0.001120314,0.003848256,0.004301626],"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":[0.01000666,0.0003302007,0.0083538,0.008673841,0.0007078326,0.0007357961,0.0005995276,0.0005676638,0.0006191591,0.02649828,0.1584565,0.7844508],"study_design_scores_gemma":[0.01161669,0.004126237,0.03142133,0.07382086,0.004117917,0.002611348,0.004284724,0.001278642,0.000494874,0.1366464,0.7293165,0.0002644673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002112854,0.2217674,0.0001958852,0.7646961,0.006206846,0.00001492615,0.00007046724,0.00001387926,0.004921636],"genre_scores_gemma":[0.09491265,0.4141662,0.002853894,0.4053962,0.07995956,0.0001282929,0.0001698787,0.00004770865,0.002365661],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02219029,"threshold_uncertainty_score":0.1173549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031292243474878,"score_gpt":0.2710565850128031,"score_spread":0.2607436625780543,"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."}}