{"id":"W3007784646","doi":"10.1016/j.jtcvs.2020.02.032","title":"The impact of age on patients undergoing aortic arch surgery: Evidence from a multicenter national registry","year":2020,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Manitoba; University of British Columbia; University of Ottawa; Université de Montréal; Université Laval; Western University; Health Sciences North; University of Toronto","funders":"","keywords":"Medicine; Aortic arch; Stroke (engine); Odds ratio; Internal medicine; Mortality rate; Surgery; Diabetes mellitus; Cardiology; Aorta","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":[0.003313466,0.0003254619,0.0007215153,0.001084814,0.0005362654,0.001459299,0.0007609944,0.0009353239,0.001408208],"category_scores_gemma":[0.01522152,0.0003028781,0.001730456,0.00220473,0.0006008624,0.001501471,0.0009664716,0.001179073,0.0001612978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473314,"about_ca_system_score_gemma":0.0007363886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005198677,"about_ca_topic_score_gemma":0.01012155,"domain_scores_codex":[0.996933,0.001320689,0.0004587717,0.0004409447,0.0004924191,0.0003542222],"domain_scores_gemma":[0.9855198,0.004628059,0.00663635,0.001262662,0.0008452373,0.001107866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003532566,0.00005090032,0.9968796,0.00004234317,0.0004870875,0.00005531357,0.00005022946,0.00004174423,0.00002777993,0.00005100367,0.0001603405,0.00180044],"study_design_scores_gemma":[0.00002052413,0.0001205741,0.998722,0.00004160101,0.0004030405,0.000118065,0.0001695023,0.00006166916,0.00002299337,0.00005145325,0.0002623014,0.000006185738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988502,0.006997292,0.0001000933,0.0006012237,0.0000672742,0.00001489957,0.001472495,0.000003941542,0.002240876],"genre_scores_gemma":[0.9962302,0.002326111,0.0001024176,0.0001958048,0.0001090145,0.000009655271,0.0009115746,0.000003466381,0.0001117268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005198677,"threshold_uncertainty_score":0.01752347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070675127008357,"score_gpt":0.3269267556261925,"score_spread":0.2562516286178355,"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."}}