{"id":"W3134903387","doi":"10.1002/mus.27220","title":"Thymoma pathology and myasthenia gravis outcomes","year":2021,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Thymoma; Thymectomy; Myasthenia gravis; Medicine; Pathological; Internal medicine; Serology; Gastroenterology; Surgery; Immunology; Antibody","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":[],"consensus_categories":[],"category_scores_codex":[0.0001552832,0.0001903653,0.0004429351,0.00006834543,0.00009133455,0.0000344262,0.00006731862,0.0001198644,0.0005214895],"category_scores_gemma":[0.0001015691,0.0001520171,0.0001491537,0.0001660213,0.00007596386,0.00005163704,0.0001133819,0.0001948602,0.00009108266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001939356,"about_ca_system_score_gemma":0.00006098148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004610043,"about_ca_topic_score_gemma":0.00004199085,"domain_scores_codex":[0.9987467,0.00007556728,0.0002575597,0.0003968916,0.0001953195,0.0003279971],"domain_scores_gemma":[0.9991118,0.00006551298,0.00005462366,0.0004647068,0.0001034185,0.000199953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001838922,0.0008614192,0.6168263,0.0002896569,0.0003164748,0.02428939,0.002949839,9.271493e-7,0.08731987,0.02736366,0.005075017,0.2345236],"study_design_scores_gemma":[0.001983896,0.0002213502,0.9511776,0.00004524802,0.0001048977,0.001685715,0.0002982938,0.00003302188,0.00210822,0.001781344,0.04035886,0.0002015789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888828,0.001122939,0.00005388983,0.004783649,0.0002205086,0.0001435924,0.00001737844,0.0000804107,0.004694773],"genre_scores_gemma":[0.9922972,0.00006157908,0.001246106,0.001712999,0.0001286173,0.00001659993,0.00003985021,0.00003493151,0.00446209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3343513,"threshold_uncertainty_score":0.6199079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534852289542587,"score_gpt":0.2618540569171656,"score_spread":0.2465055340217397,"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."}}