{"id":"W3010488758","doi":"10.21037/med.2020.01.01","title":"Case presentations and recommendations from the 2018 ITMIG Annual Meeting","year":2020,"lang":"en","type":"article","venue":"Mediastinum","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Thymoma; Medicine; Thymic carcinoma; Malignancy; Resection; General surgery; Thymus Neoplasm; Radiology; Medical physics; Surgery; Pathology","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":[0.0001058694,0.00008799267,0.0001315221,0.00001571644,0.0001703895,0.00002412525,0.00005315975,0.00003402513,0.0004975568],"category_scores_gemma":[0.0006098353,0.00005939633,0.0000335169,0.0001275266,0.00006808416,0.00005638447,0.00006597339,0.0001642415,0.00006142534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005647253,"about_ca_system_score_gemma":0.00003374564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003146729,"about_ca_topic_score_gemma":0.0001245301,"domain_scores_codex":[0.9993199,0.00005922383,0.0001753937,0.000181248,0.0001270329,0.0001371778],"domain_scores_gemma":[0.9991134,0.0004463242,0.00005112341,0.0001410191,0.00005274415,0.0001954192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002122113,0.0001674455,0.09474777,0.00006330325,0.0002671854,0.002632607,0.0821581,0.000005651829,0.002430646,0.0006690492,0.7462732,0.07037287],"study_design_scores_gemma":[0.008918826,0.001075966,0.1022927,0.0003970775,0.001320264,0.006675034,0.113529,0.01018024,0.004266936,0.0008789988,0.7495351,0.0009298928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8908823,0.0004434905,0.0003711527,0.1054231,0.0002504143,0.0003154285,0.0003474264,0.00006911191,0.001897569],"genre_scores_gemma":[0.9934587,0.00003486468,0.001827831,0.003270771,0.001020151,0.00002243184,0.0001215248,0.00001629569,0.0002274448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025764,"threshold_uncertainty_score":0.5447897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196810795771449,"score_gpt":0.2941688888707805,"score_spread":0.252200780913066,"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."}}