{"id":"W4385772464","doi":"10.4239/wjd.v14.i8.1178","title":"Gestational diabetes mellitus and COVID-19: The epidemic during the pandemic","year":2023,"lang":"en","type":"review","venue":"World Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Glycation; Gestational diabetes; Disease; Heart failure; Myocardial infarction; Bioinformatics; Internal medicine; Endocrinology; Pregnancy; Biology","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":[0.00223068,0.0002280905,0.0004196093,0.0008161553,0.001125255,0.001967917,0.0004260014,0.001564746,0.003178435],"category_scores_gemma":[0.009925841,0.0001925676,0.0005657341,0.001663187,0.0007589036,0.001671029,0.001839939,0.003277125,0.0003109584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001798538,"about_ca_system_score_gemma":0.002417282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02039476,"about_ca_topic_score_gemma":0.02493226,"domain_scores_codex":[0.9987859,0.000437838,0.0001271717,0.0001456555,0.0002379655,0.0002654842],"domain_scores_gemma":[0.9960651,0.00103363,0.001120445,0.0001478449,0.0004680322,0.001164976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009275101,0.0001618593,0.5726852,0.00209738,0.0003738604,0.003043669,0.006383709,0.0004845126,0.0009687083,0.01613597,0.0902201,0.3065175],"study_design_scores_gemma":[0.00007053417,0.0004035775,0.7339271,0.008735412,0.0003493597,0.004873997,0.01897661,0.0008222568,0.0002841679,0.01343546,0.2179618,0.0001596878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3191423,0.233569,0.001951238,0.3995537,0.006829442,0.0001449272,0.004625379,0.0001226922,0.03406144],"genre_scores_gemma":[0.7223884,0.223051,0.002673796,0.03988533,0.006932091,0.0001697981,0.002619348,0.00005578384,0.002224402],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02039476,"threshold_uncertainty_score":0.04055214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07927514414739038,"score_gpt":0.3837351246653887,"score_spread":0.3044599805179983,"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."}}