{"id":"W3189695107","doi":"10.2139/ssrn.3862448","title":"Immune-Related Molecular Profiling of Thymoma With Myasthenia Gravis","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Myasthenia gravis; Thymoma; Profiling (computer programming); Immunology; Immune system; Medicine; Computer science","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":[0.0001850466,0.0001314602,0.0002098343,0.0008049169,0.0002185934,0.0005118962,0.0001704151,0.0003114999,0.001196207],"category_scores_gemma":[0.0004719781,0.00008920214,0.0002007667,0.000498822,0.0001354092,0.0001683966,0.0002414118,0.0002170989,0.0003230353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703532,"about_ca_system_score_gemma":0.0001020707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003223769,"about_ca_topic_score_gemma":0.0004804316,"domain_scores_codex":[0.9998223,0.00002410592,0.00002164966,0.00004445875,0.0000438771,0.00004359152],"domain_scores_gemma":[0.9998264,0.00003455366,0.00006351628,0.000008980071,0.00003251984,0.00003411747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002001705,0.0001637181,0.7457447,0.0002685506,0.0002604377,0.004347602,0.0003181155,0.0003798005,0.212084,0.0001780092,0.0006924572,0.03356091],"study_design_scores_gemma":[0.00003380111,0.000537326,0.9661587,0.00003561502,0.0001997861,0.01223676,0.0005467971,0.001098206,0.01585889,0.0001841806,0.003096548,0.0000132701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973626,0.001155501,0.0001567875,0.00004668093,0.00001628907,0.00001169556,0.0002203898,0.000009274297,0.001020815],"genre_scores_gemma":[0.99848,0.0003402138,0.0003373944,0.00005801253,0.00001866012,0.0000119578,0.0003505512,0.000003391011,0.0003996466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001196207,"threshold_uncertainty_score":0.004001677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003726230053312412,"score_gpt":0.2211882485522839,"score_spread":0.2174620184989715,"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."}}