{"id":"W3216503334","doi":"10.1053/j.semtcvs.2021.11.011","title":"Post-Operative Outcomes Associated With Open Versus Robotic Thymectomy: A Propensity Matched Analysis","year":2021,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Myasthenia Gravis and Thymoma","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Thymectomy; Propensity score matching; Surgery; Myasthenia gravis; Robotic surgery; Single Center; Complication; Retrospective cohort study; Population; Internal medicine","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":[0.00191729,0.0003074771,0.002273731,0.0002715363,0.0001327834,0.0001380586,0.0001153474,0.0001585276,0.0001011054],"category_scores_gemma":[0.0006472006,0.0002265704,0.0009743666,0.001579164,0.0001087227,0.0001798581,0.0002273528,0.0002936387,0.000007003609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009692703,"about_ca_system_score_gemma":0.000376101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000234503,"about_ca_topic_score_gemma":0.000331986,"domain_scores_codex":[0.9973972,0.0005846411,0.0003669354,0.0006835995,0.0005701942,0.0003974049],"domain_scores_gemma":[0.9981741,0.0003972836,0.00008936564,0.0007887964,0.0003693674,0.0001810685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287753,0.0003355946,0.9385971,0.00009008833,0.02655013,0.006275255,0.0007189269,0.000242191,0.00009429763,0.00003582869,0.00008117324,0.02569167],"study_design_scores_gemma":[0.002347443,0.0001754432,0.9824702,0.0006748645,0.009514883,0.0002528626,0.002420538,0.0002406408,0.001001901,0.00002761627,0.0003315503,0.0005420771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886068,0.008904591,0.0002055289,0.0003888773,0.0001256111,0.0005097803,0.00001614305,0.00004024129,0.001202424],"genre_scores_gemma":[0.9972008,0.0006985128,0.0004377904,0.0002314846,0.0000239368,0.00005598574,0.0002275639,0.00003682296,0.001087134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04387308,"threshold_uncertainty_score":0.9239274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463012173867967,"score_gpt":0.3029515600382457,"score_spread":0.2683214382995661,"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."}}