{"id":"W4224929264","doi":"10.1093/ejcts/ezac274","title":"Factors predicting recurrence in thymic epithelial neoplasms","year":2022,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thymic carcinoma; Hazard ratio; Medicine; Thymoma; Confidence interval; Lymphovascular invasion; Proportional hazards model; Stage (stratigraphy); Internal medicine; Gastroenterology; Oncology; Surgery; Cancer; Metastasis","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":[0.0003327886,0.0001279639,0.0001749804,0.0004340002,0.0001624129,0.000323385,0.0001938694,0.0002288204,0.001108614],"category_scores_gemma":[0.002532111,0.0000782115,0.0002895178,0.0004611131,0.0001400759,0.0002944777,0.0002254056,0.0002481272,0.0001641671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038619,"about_ca_system_score_gemma":0.0001790551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007862205,"about_ca_topic_score_gemma":0.001245605,"domain_scores_codex":[0.9997997,0.00004730864,0.00003840392,0.00002993155,0.00004535383,0.00003926541],"domain_scores_gemma":[0.9986424,0.0003876453,0.0006657275,0.00004079257,0.0001182004,0.0001452775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003245188,0.000003666642,0.9982499,0.000006120983,0.000009861142,0.0001455626,0.00001249843,0.00003560499,0.0001012472,0.000002900887,0.00003224896,0.001367913],"study_design_scores_gemma":[0.000003687018,0.00006687814,0.9962269,0.00001096318,0.00003083827,0.002857707,0.0001266792,0.0003209189,0.0001242531,0.00001762887,0.0002108839,0.000002540533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989343,0.0006530884,0.00009941528,0.00003432121,0.000004136504,0.000002817546,0.00009378445,0.000003723711,0.0001744824],"genre_scores_gemma":[0.9996305,0.0001115085,0.00005626971,0.000006260154,0.000007673174,0.00000198906,0.0001394596,9.626883e-7,0.00004542896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001108614,"threshold_uncertainty_score":0.00370872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584198895319928,"score_gpt":0.2794391062307731,"score_spread":0.2335971172775738,"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."}}