{"id":"W4404445047","doi":"10.1002/edm2.70013","title":"Plasma Glycated <scp>CD59</scp> and Gestational Diabetes Mellitus: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Endocrinology Diabetes & Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Student Research Committee, Tabriz University of Medical Sciences; National Institute for Medical Research Development; Kermanshah University of Medical Sciences","keywords":"Gestational diabetes; Medicine; Pregnancy; Biomarker; Obstetrics; Inclusion and exclusion criteria; Body mass index; Diabetes mellitus; Internal medicine; Gestation; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008486023,0.001277001,0.006825674,0.001375517,0.0001793381,0.0001739772,0.0005840045,0.0003863825,0.0001345469],"category_scores_gemma":[0.003647985,0.0009294084,0.001062949,0.001158717,0.0004711045,0.0001990586,0.0005955579,0.001420559,0.002331612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697529,"about_ca_system_score_gemma":0.0004268933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004343899,"about_ca_topic_score_gemma":0.000001271363,"domain_scores_codex":[0.9927722,0.0008195811,0.001989661,0.001446351,0.001058509,0.001913654],"domain_scores_gemma":[0.9949382,0.002356892,0.0006552503,0.001022817,0.0003902722,0.0006365568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[9.386363e-7,0.0001208753,0.00001606722,0.9148183,0.004416578,0.0001350478,0.00003504918,1.477403e-7,0.00000375983,0.004977378,0.01564038,0.0598354],"study_design_scores_gemma":[0.0004934889,0.0001061647,0.00007624256,0.295334,0.02630477,0.00005756234,0.00002646104,0.00003578097,0.00001022027,0.0004247517,0.6768681,0.0002624296],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004218862,0.9904352,0.000002481225,0.0005090002,0.0006140304,0.006396802,0.0003559217,0.0003091675,0.0009555531],"genre_scores_gemma":[0.00002320879,0.9852393,0.0005829768,0.001213217,0.0003077144,0.005108718,0.001882311,0.0001952766,0.005447239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6612278,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640829864170662,"score_gpt":0.3228082651009357,"score_spread":0.2963999664592291,"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."}}