{"id":"W4405768721","doi":"10.1177/10105395241305671","title":"Association Between Neighborhood Deprivation and Gestational Diabetes: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Asia Pacific Journal of Public Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Meta-analysis; Medicine; Confidence interval; Relative risk; Socioeconomic status; Demography; Environmental health; Gerontology; Pregnancy; Population; Internal medicine; Gestation; 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01036566,0.002606714,0.01779757,0.007444679,0.0006842258,0.003105266,0.001882765,0.001676111,0.002878621],"category_scores_gemma":[0.02933445,0.001245178,0.03121161,0.008398173,0.0005820071,0.001539568,0.00168381,0.001534865,0.0002650351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276016,"about_ca_system_score_gemma":0.004226602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009345117,"about_ca_topic_score_gemma":0.02051521,"domain_scores_codex":[0.9918801,0.003726815,0.002436093,0.0007717957,0.0009184933,0.0002665781],"domain_scores_gemma":[0.9854822,0.0105732,0.002138764,0.0004906997,0.001139819,0.0001752578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001124578,0.0000265632,0.004588473,0.4622894,0.5150723,0.0001600865,0.0001000271,0.0006200831,0.0002292774,0.0001480271,0.0007574011,0.01488394],"study_design_scores_gemma":[0.0002640428,0.0001580773,0.004337688,0.03623874,0.95634,0.0001304922,0.00005242889,0.0001847829,0.0001133531,0.0001806374,0.001975646,0.00002407743],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004215024,0.9938877,0.0005258106,0.0001737672,0.0001186842,0.0002539586,0.0005816516,0.00002419125,0.0002192183],"genre_scores_gemma":[0.1179458,0.8760723,0.002628586,0.0006609059,0.0001757216,0.001121464,0.001066563,0.00003149892,0.0002971216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9822024,"threshold_uncertainty_score":0.05481946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492359047227966,"score_gpt":0.4066216427906731,"score_spread":0.2573857380678766,"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."}}