{"id":"W4414507969","doi":"10.1001/jamanetworkopen.2025.33523","title":"Congenital Anomaly–Related Mortality in Children Aged 0 to 14 Years in the US","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Congenital malformations; Epidemiology; Infant mortality; Population; Mortality rate; Incidence (geometry)","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":[0.0003704765,0.0001935124,0.0002242929,0.001190097,0.0002414491,0.0002997163,0.0004211862,0.0003369367,0.001161825],"category_scores_gemma":[0.001648143,0.0001931819,0.0004609415,0.001793568,0.0001839995,0.0005491943,0.000550146,0.0006045831,0.0001680139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000575493,"about_ca_system_score_gemma":0.0006920749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05953821,"about_ca_topic_score_gemma":0.08834536,"domain_scores_codex":[0.999675,0.00004640534,0.00005361396,0.00006128982,0.00008080758,0.00008289555],"domain_scores_gemma":[0.9990626,0.00009686459,0.0005102823,0.00003599408,0.0001300049,0.0001641796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001181755,0.00001691618,0.9992266,0.000006678241,0.00002795677,0.00001352774,0.00002216837,0.0000239232,0.00001963623,0.00001652923,0.0002346793,0.0003796075],"study_design_scores_gemma":[0.000001753796,0.00001602154,0.9996254,0.000006074675,0.0000107314,0.0000585288,0.00008544404,0.00004647567,0.00001043749,0.000006269832,0.0001312929,0.000001473224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992241,0.0005202273,0.00005652011,0.000119998,0.0000173888,0.00001312257,0.005966999,0.000008181913,0.001056527],"genre_scores_gemma":[0.9949185,0.0004661954,0.00008040882,0.00008436477,0.00002122234,0.00001707707,0.004205039,0.000002404521,0.0002047285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05953821,"threshold_uncertainty_score":0.1183833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384221032911831,"score_gpt":0.278532137027833,"score_spread":0.2646899266987147,"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."}}