{"id":"W3184448120","doi":"10.4103/jod.jod_77_21","title":"Gestational diabetes mellitus","year":2021,"lang":"en","type":"article","venue":"Journal of Diabetology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Diabetology; Gestational diabetes; Medicine; Pregnancy; Family medicine; Diabetes mellitus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007958566,0.000771652,0.001086564,0.001221511,0.0007723247,0.002039853,0.0006932591,0.001842554,0.04487628],"category_scores_gemma":[0.006703854,0.0001792854,0.0008364884,0.001371414,0.0003592524,0.001112271,0.001239886,0.00353223,0.01473293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000953723,"about_ca_system_score_gemma":0.001396004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530822,"about_ca_topic_score_gemma":0.001530022,"domain_scores_codex":[0.9987663,0.0003368455,0.0001960383,0.0002105996,0.0003233275,0.0001667921],"domain_scores_gemma":[0.9979645,0.0007256774,0.0003083083,0.0001145165,0.0005514892,0.0003354496],"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":[0.0002053224,0.00003335838,0.002256366,0.001310634,0.00006973454,0.001585451,0.0001285908,0.0000322613,0.0002969161,0.005688591,0.7829677,0.2054251],"study_design_scores_gemma":[0.0000273074,0.00002524255,0.00122338,0.001197197,0.00004432758,0.0027503,0.00007047358,0.00002853212,0.0000865959,0.001774515,0.992757,0.00001522648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004077255,0.4035288,0.003715572,0.1247831,0.2945902,0.0002397636,0.006841459,0.0007960591,0.1614278],"genre_scores_gemma":[0.0547749,0.5442604,0.007134715,0.09870659,0.1512274,0.0006363849,0.01270216,0.0005475582,0.1300099],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04487628,"threshold_uncertainty_score":0.1501261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697521287883718,"score_gpt":0.3017697695329861,"score_spread":0.2847945566541489,"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."}}