{"id":"W2121483894","doi":"10.1186/1742-4755-12-3","title":"Prevalence of birth defects in an Arctic Russian setting from 1973 to 2011: a register-based study","year":2015,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Demography; Congenital malformations; Russian federation; Population; Public health; Epidemiology; Pediatrics; Pregnancy; Incidence (geometry); Environmental health; Geography","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":[0.0008301511,0.0003075495,0.0005085008,0.00190174,0.0005666172,0.0006602093,0.000600559,0.0003724039,0.0009645306],"category_scores_gemma":[0.001629686,0.0004727028,0.0007599801,0.002301099,0.000264691,0.0003340222,0.0007130152,0.0004319726,0.0003167004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008648504,"about_ca_system_score_gemma":0.00118919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07099285,"about_ca_topic_score_gemma":0.0654147,"domain_scores_codex":[0.9992115,0.000170449,0.0001358542,0.0002124643,0.0001567707,0.0001127918],"domain_scores_gemma":[0.9987363,0.0001595787,0.0005892903,0.000134469,0.000242606,0.0001376565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003983088,0.00001984656,0.998557,0.00002133732,0.00006283187,0.00007454421,0.0001590933,0.00002756508,0.0001005013,0.00001031839,0.0001286944,0.0007983698],"study_design_scores_gemma":[0.000003448296,0.00003295923,0.9992763,0.00001176275,0.00004276124,0.0001511382,0.0002319178,0.0000618941,0.00002333362,0.000003015999,0.0001586936,0.000002751441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972531,0.0003984588,0.00006425977,0.000019601,0.000006620706,0.00001356932,0.001904538,0.000004845341,0.0003350159],"genre_scores_gemma":[0.9965428,0.0005431171,0.0001159426,0.00001828344,0.00001052888,0.00002190859,0.002571111,0.000003938659,0.0001724056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07099285,"threshold_uncertainty_score":0.1411592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06428037650950251,"score_gpt":0.336277964905856,"score_spread":0.2719975883963535,"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."}}