{"id":"W4248173659","doi":"10.1016/j.cjca.2021.07.212","title":"EVOLVING SURGICAL TECHNIQUES AND IMPROVING OUTCOMES FOR AORTIC ARCH SURGERY IN CANADA","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Elephant trunks; Aortic arch; Surgery; Aorta","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006543158,0.000236554,0.0003363836,0.001287842,0.003881953,0.00273706,0.00140019,0.0009466336,0.005149906],"category_scores_gemma":[0.004269826,0.0002505348,0.000593567,0.003883305,0.00104553,0.0005430461,0.000981788,0.00208658,0.000217132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06928598,"about_ca_system_score_gemma":0.121173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904337,"about_ca_topic_score_gemma":0.9972152,"domain_scores_codex":[0.9982834,0.00008171811,0.00009872646,0.0001399121,0.000523583,0.0008725788],"domain_scores_gemma":[0.9936954,0.0002676547,0.00107972,0.00006924447,0.002128367,0.002759621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002390458,0.0002794501,0.9159443,0.0002157182,0.0001791803,0.0008751355,0.001863113,0.001025471,0.0005413858,0.004947108,0.02105428,0.05283585],"study_design_scores_gemma":[0.00004964409,0.00006578943,0.9820753,0.0003511991,0.00009921526,0.0004643713,0.005025755,0.0008313651,0.0001536604,0.0007363126,0.01009171,0.00005558761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9100395,0.01143403,0.0004214132,0.04076351,0.0005469571,0.00008436128,0.004713219,0.00005072973,0.0319463],"genre_scores_gemma":[0.9879159,0.005935943,0.0005933274,0.002172563,0.0001360954,0.00001498962,0.0009889446,0.00002517313,0.002217097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06928598,"threshold_uncertainty_score":0.5027074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478817051361553,"score_gpt":0.2563029195858617,"score_spread":0.2315147490722461,"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."}}