{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009312242,0.0004253243,0.0009324294,0.0006505028,0.0003615096,0.0008807715,0.0005792194,0.0006199199,0.002993408],"category_scores_gemma":[0.002727265,0.0004640631,0.002254818,0.0008961273,0.0004105034,0.0007992697,0.000700631,0.0008916083,0.00035465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351654,"about_ca_system_score_gemma":0.0003337369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008996389,"about_ca_topic_score_gemma":0.001136765,"domain_scores_codex":[0.998801,0.0002192958,0.0001638532,0.0004193209,0.0001424644,0.0002540707],"domain_scores_gemma":[0.9981036,0.000602925,0.0007192254,0.0002759918,0.00008195765,0.0002162321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02195695,0.0004211346,0.9633572,0.0001200085,0.003666097,0.0003988072,0.0001581988,0.0007157918,0.002018479,0.0002444028,0.0004966636,0.006446152],"study_design_scores_gemma":[0.0008513028,0.003544601,0.9872316,0.00002765472,0.001740805,0.0006546677,0.0005071352,0.003835187,0.0004857118,0.0004423139,0.000629971,0.00004912551],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987271,0.000192215,0.0004345649,0.00001449107,0.000020827,0.00002447878,0.00035688,0.000003450381,0.0002257988],"genre_scores_gemma":[0.9990337,0.00008260208,0.0001368682,0.00002357902,0.00002708166,0.00003269982,0.0004639046,0.00000480479,0.0001948171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002993408,"threshold_uncertainty_score":0.01001394,"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."}}