{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000839842,0.001666238,0.0005731471,0.002180427,0.001511188,0.001255445,0.001233773,0.005599189,0.008703095],"category_scores_gemma":[0.004746369,0.0005626442,0.001111315,0.00104508,0.0007160136,0.002493051,0.001145753,0.004481721,0.003548088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637678,"about_ca_system_score_gemma":0.001012743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420771,"about_ca_topic_score_gemma":0.00263614,"domain_scores_codex":[0.9991772,0.0001673576,0.0001500509,0.00008630464,0.0002528818,0.0001662121],"domain_scores_gemma":[0.9991354,0.0001653297,0.00016624,0.00004314482,0.0002276554,0.0002622446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008370364,0.0001477226,0.007156551,0.0002762859,0.00003929663,0.7897184,0.0006325173,0.0006018486,0.001196781,0.002571303,0.1427212,0.05485439],"study_design_scores_gemma":[0.00003211253,0.00005450822,0.002330516,0.0006418197,0.00003751497,0.8103514,0.0007737729,0.0002995255,0.0005082017,0.0025947,0.1823178,0.00005807812],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1480631,0.1567464,0.02270094,0.3535412,0.06480616,0.00134475,0.001776896,0.000914359,0.2501062],"genre_scores_gemma":[0.5495448,0.1440026,0.02585521,0.1072476,0.0761151,0.0007955086,0.003399066,0.0003180887,0.09272211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008703095,"threshold_uncertainty_score":0.02911472,"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."}}