{"id":"W7151711285","doi":"","title":"Serologiniai tyrimai taikomi autoimuninių pūslinių ligų diagnostikai","year":2021,"lang":"en","type":"dissertation","venue":"Lithuanian University of Health Sciences","topic":"Autoimmune Bullous Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Serology; IIf; Blisters; Autoantibody; Autoimmune disease; Disease","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008700505,0.000373452,0.001230927,0.0004665438,0.0009435347,0.00003787309,0.0007400488,0.0003697134,0.001046555],"category_scores_gemma":[0.0004319344,0.0003998858,0.0003362731,0.000925004,0.0007856108,0.000180096,0.0001331894,0.000523024,0.00008173348],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197192,"about_ca_system_score_gemma":0.006895372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003989957,"about_ca_topic_score_gemma":0.00109842,"domain_scores_codex":[0.9967173,0.0002598741,0.0006022045,0.0008646018,0.0008676443,0.000688388],"domain_scores_gemma":[0.9973952,0.0003024693,0.0009781511,0.0006142731,0.0003700603,0.0003398964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004018708,0.007623759,0.519694,0.02402937,0.001766158,0.004327943,0.09126694,0.0002736594,0.0007564253,0.009764655,0.1640912,0.1723872],"study_design_scores_gemma":[0.001681052,0.001850967,0.8877521,0.003398819,0.0003184125,0.00005591899,0.05142701,0.0001457191,0.0001502681,0.0002293678,0.05240433,0.0005860451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357569,0.01870204,0.0000283629,0.007349982,0.00127324,0.001061123,0.000150138,0.0002644839,0.03541368],"genre_scores_gemma":[0.9480545,0.006049243,0.005554478,0.001763465,0.0001348766,0.000002495526,0.001553628,0.00005845995,0.03682888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3680581,"threshold_uncertainty_score":0.9998666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201109258394579,"score_gpt":0.2957333108043479,"score_spread":0.2737222182204021,"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."}}