{"id":"W4221123564","doi":"10.1111/aogs.14339","title":"Congenital anomalies and maternal age: A systematic review and meta‐analysis of observational studies","year":2022,"lang":"en","type":"review","venue":"Acta Obstetricia Et Gynecologica Scandinavica","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea","keywords":"Medicine; Odds ratio; Observational study; Incidence (geometry); Pediatrics; Advanced maternal age; Cohort study; Meta-analysis; Young adult; Obstetrics; Pregnancy; Internal medicine; Fetus","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":[],"category_scores_codex":[0.001342984,0.0006060217,0.01148003,0.001192322,0.0001893721,0.00006173603,0.00033013,0.000273939,0.001337608],"category_scores_gemma":[0.005537705,0.0003625903,0.001446752,0.003024156,0.0003120688,0.0001215215,0.0006534287,0.0006445097,0.000004563806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286419,"about_ca_system_score_gemma":0.0002309094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002756275,"about_ca_topic_score_gemma":0.00002748122,"domain_scores_codex":[0.9956623,0.0009286439,0.00150711,0.0007074251,0.0007950124,0.0003994755],"domain_scores_gemma":[0.9895821,0.008426916,0.000982712,0.0005749719,0.0002540195,0.0001793026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000008480361,0.0001294363,0.0002123962,0.7189819,0.2785573,0.0003331737,0.00007496199,4.658926e-8,3.683006e-7,0.0001372339,0.0002376803,0.001326988],"study_design_scores_gemma":[0.0002342382,0.0005907349,0.001743158,0.00995637,0.930436,0.0001949843,0.0001455692,0.000002667431,1.705374e-7,0.00001291216,0.05632257,0.0003606907],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007028886,0.9947973,1.400252e-7,0.0002788364,0.00005919193,0.003299059,0.000402524,0.00003443371,0.0004255908],"genre_scores_gemma":[0.00404877,0.9918321,0.00009958955,0.0005140458,0.00001002345,0.001216386,0.0003758682,0.00003684006,0.001866396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7090256,"threshold_uncertainty_score":0.9998826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3471694484542582,"score_gpt":0.4550396327860592,"score_spread":0.107870184331801,"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."}}