{"id":"W2048196495","doi":"10.1038/ncpendmet0969","title":"Metformin therapy for gestational diabetes mellitus: are we there yet?","year":2008,"lang":"en","type":"letter","venue":"Nature Clinical Practice Endocrinology &#38 Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Metformin; Gestational diabetes; Diabetes mellitus; Obstetrics; Internal medicine; Pregnancy; 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001440338,0.0008773507,0.002121565,0.0006228877,0.0003068036,0.00008610101,0.0007910097,0.003156994,0.0005400979],"category_scores_gemma":[0.02407735,0.0006945775,0.001179964,0.0004040809,0.0007353841,0.0005224427,0.0002307307,0.01315913,0.0002923306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114734,"about_ca_system_score_gemma":0.0007892985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000901412,"about_ca_topic_score_gemma":0.000002470596,"domain_scores_codex":[0.9919446,0.001309957,0.001644792,0.001607798,0.001710168,0.001782759],"domain_scores_gemma":[0.9721013,0.02299246,0.00136309,0.001145274,0.002031876,0.0003660304],"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":[0.0008209253,0.0007536068,0.0003291323,0.0004375782,0.003191468,0.001761962,0.00003513237,0.000002118738,0.00001137963,0.00266959,0.938936,0.05105112],"study_design_scores_gemma":[0.005651994,0.0006989521,0.01149702,0.0001411479,0.001037072,0.0001594124,0.0001228581,0.00002623503,0.00009720548,0.00460389,0.9753818,0.0005824245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001427083,0.1638372,0.0001144009,0.8236752,0.003695103,0.0030657,0.000541492,0.0001829709,0.003460956],"genre_scores_gemma":[0.0006590242,0.2339387,0.02023168,0.7198646,0.01112121,0.001086563,0.002929814,0.0002041807,0.00996423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1038105,"threshold_uncertainty_score":0.9995505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07347652062214802,"score_gpt":0.4216248003798983,"score_spread":0.3481482797577503,"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."}}