{"id":"W2577452383","doi":"10.1186/s12886-016-0398-7","title":"Gestational diabetes mellitus and retinal microvasculature","year":2017,"lang":"en","type":"article","venue":"BMC Ophthalmology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Medical Research Council; Medical Research Council; National Research Foundation; Duke-NUS Medical School","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Retinal; Obstetrics; Pregnancy; Gestation; Cardiology; Internal medicine; Ophthalmology; 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":[0.0003195425,0.0001446301,0.0001082009,0.000273658,0.0001177457,0.0003361611,0.0001420578,0.0001848887,0.001231616],"category_scores_gemma":[0.001327104,0.00008758765,0.0001807557,0.0003881296,0.0001485852,0.000141721,0.0002007133,0.0003172029,0.0001063239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994176,"about_ca_system_score_gemma":0.0002331585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003470356,"about_ca_topic_score_gemma":0.002060222,"domain_scores_codex":[0.999869,0.00004732731,0.00001161196,0.00002725467,0.00002398834,0.00002093106],"domain_scores_gemma":[0.9990264,0.0001811389,0.0006136193,0.00004322445,0.00005167205,0.00008399849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003981952,0.00002630473,0.989877,0.0000478832,0.00009606685,0.0002210453,0.00006303332,0.00007299778,0.001314408,0.00008823361,0.0001155389,0.007679286],"study_design_scores_gemma":[0.000004997134,0.00006978122,0.9985868,0.00002171768,0.00004222124,0.0005204909,0.00003630422,0.0001546006,0.0002100265,0.00008184498,0.0002689907,0.000002182416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955927,0.003345466,0.0001087509,0.0001262723,0.00000909872,0.000003403135,0.0001465641,0.000004947525,0.0006627965],"genre_scores_gemma":[0.9986211,0.0009643562,0.0001537818,0.0000212521,0.000006627152,0.00000334801,0.00007415326,0.000001193909,0.0001541787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003470356,"threshold_uncertainty_score":0.006900311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344917608596273,"score_gpt":0.3313270188713209,"score_spread":0.2968352580116936,"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."}}