{"id":"W4380634792","doi":"10.1007/978-3-031-21040-2_3","title":"Thymoma","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Thymoma; Medicine; Thymic carcinoma; Pathological; Stage (stratigraphy); Thymus Neoplasm; Mediastinum; Radiology; Radiation therapy; Anterior mediastinum; Carcinoma; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008715,0.0004994489,0.0003248565,0.000818461,0.0005059912,0.0008844871,0.0004290354,0.0005910796,0.06750925],"category_scores_gemma":[0.000362847,0.0001516995,0.0003077495,0.0004500785,0.0003155689,0.0007369438,0.0007464916,0.0009535808,0.02916958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003431318,"about_ca_system_score_gemma":0.0003694984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005752632,"about_ca_topic_score_gemma":0.001552824,"domain_scores_codex":[0.9999117,0.00001035925,0.000004563663,0.00001777921,0.00003646579,0.00001914208],"domain_scores_gemma":[0.9999224,0.00002243191,0.000006128923,0.000009032386,0.00002006008,0.00001997138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009161132,0.00008866259,0.0006232285,0.000723894,0.0000154131,0.006132574,0.0003315069,0.0004202971,0.004989843,0.03215911,0.4076108,0.5468131],"study_design_scores_gemma":[0.00000591739,0.00002743822,0.0003973297,0.0001671404,0.000007260468,0.01073888,0.00004962997,0.00005763209,0.0004787367,0.002542133,0.985523,0.000004979478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00284389,0.03861573,0.001849855,0.001018445,0.003758982,0.00004600145,0.0001979658,0.000199553,0.9514695],"genre_scores_gemma":[0.02303359,0.0246055,0.001364909,0.001980169,0.002047108,0.0000354111,0.0002948751,0.00008568345,0.9465528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06750925,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925052654015913,"score_gpt":0.262097818070257,"score_spread":0.2228472915300979,"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."}}