{"id":"W2948430123","doi":"10.2337/db19-354-or","title":"354-OR: Physiologic Pathways in Pregnancy Glycemic Regulation Implicated through Genetic Clustering Analysis","year":2019,"lang":"en","type":"article","venue":"Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Endocrinology; Insulin resistance; Gestational diabetes; Type 2 diabetes; Insulin; Biology; Glycemic; Obesity; Diabetes mellitus; Pregnancy; Medicine; Gestation; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377706,0.0004065002,0.0003908415,0.0009713535,0.0005907434,0.0008051482,0.0006233904,0.0003451099,0.0032972],"category_scores_gemma":[0.005144177,0.0001442266,0.000850545,0.001159798,0.0003726324,0.0003372604,0.0006120203,0.0003666647,0.0004530101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006976684,"about_ca_system_score_gemma":0.0007992222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006965982,"about_ca_topic_score_gemma":0.006407451,"domain_scores_codex":[0.9990491,0.0003347392,0.00006278028,0.0002908332,0.0001457435,0.0001167115],"domain_scores_gemma":[0.9985482,0.0005465295,0.0004047198,0.0001904262,0.000212661,0.00009736425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002050729,0.0001769464,0.7366509,0.0005797319,0.001741985,0.0008600965,0.00115643,0.03322306,0.06212485,0.009463895,0.007070574,0.1449008],"study_design_scores_gemma":[0.0001061263,0.0002181766,0.8027051,0.0001095411,0.000597611,0.001489883,0.0004247646,0.1633144,0.00767505,0.01741336,0.005848422,0.00009755256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955888,0.0007532351,0.09710348,0.0005158312,0.00003598154,0.0001281177,0.002494631,0.0005597281,0.002820213],"genre_scores_gemma":[0.9691476,0.0001174336,0.02768788,0.00006637092,0.00001656195,0.00006208425,0.002100346,0.00008177945,0.0007199458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006965982,"threshold_uncertainty_score":0.01385087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288912518579095,"score_gpt":0.2870581956872789,"score_spread":0.2581669438293694,"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."}}