{"id":"W4200221995","doi":"10.1371/journal.pone.0260962","title":"Mothers of children with major congenital anomalies have increased health care utilization over a 20-year post-birth time horizon","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Horizon; Pediatrics; MEDLINE; Demography; Biology; Physics","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":[0.0004562772,0.0001608537,0.0002318433,0.0005742728,0.0003736093,0.0005412272,0.0003393283,0.0003118838,0.001247195],"category_scores_gemma":[0.001783697,0.0002538733,0.0005358459,0.0007561644,0.0001349261,0.0004161562,0.0004471584,0.000349643,0.0001319451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004054398,"about_ca_system_score_gemma":0.0004100966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02610352,"about_ca_topic_score_gemma":0.02788496,"domain_scores_codex":[0.9995012,0.00008404243,0.00005496577,0.0001580129,0.00009098114,0.0001107616],"domain_scores_gemma":[0.9989009,0.0001094406,0.0007279104,0.00004384356,0.00008611752,0.0001317703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003286231,0.00001226483,0.9993679,0.00000425007,0.00004566807,0.00004130286,0.00005137156,0.00001479444,0.00006489108,0.000006323491,0.00003522392,0.0003231794],"study_design_scores_gemma":[0.000002190949,0.00003604283,0.9995072,0.00000450585,0.00001695105,0.0001053366,0.0001832483,0.00004100979,0.00001569882,0.000003475382,0.00008330735,0.000001163759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990699,0.0002046141,0.00002846873,0.00002486836,0.000005796778,0.000003764291,0.0005316981,0.000001351238,0.0001295856],"genre_scores_gemma":[0.9990839,0.0002117969,0.00005175226,0.00001500571,0.000005596348,0.000006713773,0.0004598117,8.705017e-7,0.0001645643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02610352,"threshold_uncertainty_score":0.05190319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334440680143064,"score_gpt":0.2629157684452557,"score_spread":0.239571361643825,"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."}}