{"id":"W4392166364","doi":"10.15690/vsp.v23i1.2652","title":"Modern Approach to Fabry Disease Diagnosis and Management in Children","year":2024,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Fabry disease; Medicine; Disease management; Intensive care medicine; Pediatrics; Computer science; Disease; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002854937,0.0002927104,0.0003434842,0.0006231039,0.00007528794,0.0001481404,0.000219274,0.00009536804,0.0001032894],"category_scores_gemma":[0.00007937699,0.0002616819,0.0001144467,0.0008625798,0.00008625044,0.0001658633,0.0003559422,0.0003512477,0.0002354714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995719,"about_ca_system_score_gemma":0.0000773881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539531,"about_ca_topic_score_gemma":0.00001180371,"domain_scores_codex":[0.9974572,0.00006085741,0.0003105916,0.0008963761,0.0006558357,0.0006191274],"domain_scores_gemma":[0.9987122,0.0000514637,0.00001716036,0.0005287704,0.00003623417,0.0006541449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005301877,0.001692415,0.5991441,0.002149564,0.0005887799,0.001184946,0.001631724,0.0001818129,0.00009283618,0.005870846,0.01841273,0.36852],"study_design_scores_gemma":[0.002319153,0.000222195,0.9648262,0.0006457888,0.0002703452,0.00009029258,0.0002417395,0.01412097,0.00006264371,0.002161011,0.01439854,0.0006411292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490908,0.01423378,0.002468528,0.004541743,0.0001219531,0.003562938,0.00005665972,0.0003259186,0.02559772],"genre_scores_gemma":[0.9922631,0.001490198,0.001292322,0.0008254239,0.0001425152,0.00106065,0.00008098018,0.00008139883,0.00276337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3678789,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324399667288852,"score_gpt":0.3040011032400671,"score_spread":0.2807571065671786,"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."}}