{"id":"W3115024787","doi":"10.15690/vsp.v19i6.2156","title":"Wells Syndrome in Children: Case Study and Differential Diagnostics","year":2020,"lang":"en","type":"article","venue":"Вопросы современной педиатрии","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Medicine; Differential diagnosis; Exacerbation; Eosinophilia; Dermatology; Disease; Abdominal pain; Pathology; Cellulitis; Pediatrics; Surgery; Immunology","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":[0.0001304705,0.0003527147,0.0007294239,0.000164519,0.00008807064,0.00006377628,0.0001325939,0.0001430688,0.0003375349],"category_scores_gemma":[0.0001930807,0.0003139363,0.0001012662,0.0003941079,0.0001185841,0.0001098347,0.0001777229,0.000432961,0.00007847868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002892897,"about_ca_system_score_gemma":0.00005843267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005264911,"about_ca_topic_score_gemma":0.00006078648,"domain_scores_codex":[0.9979222,0.00008842415,0.000527047,0.0006500563,0.0003630098,0.0004492573],"domain_scores_gemma":[0.9989613,0.00009611028,0.00008540337,0.0003755024,0.00003966433,0.0004420094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007581262,0.001594438,0.9601806,0.0001008934,0.0001972949,0.02858428,0.003415406,0.000003240749,0.0001052464,0.00007582954,0.001148992,0.004517997],"study_design_scores_gemma":[0.007601914,0.002868963,0.9624442,0.00008924724,0.0003178169,0.02204797,0.003215703,0.0003704511,0.00003833855,0.00007830533,0.0004513677,0.0004757167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940081,0.001056516,0.00002653383,0.002723487,0.0001175574,0.001463946,0.00002598055,0.0001085146,0.0004693695],"genre_scores_gemma":[0.998085,0.0002566462,0.0000853837,0.001149139,0.0001226566,0.00004429356,0.00002654501,0.0000552747,0.0001751256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007526101,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463128625306253,"score_gpt":0.2520640491307428,"score_spread":0.2374327628776803,"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."}}