{"id":"W4410246025","doi":"10.1016/j.xjon.2025.04.020","title":"A guide for the type A aortic dissection consultation and surgical planning: Key points for cardiac surgery trainees","year":2025,"lang":"en","type":"editorial","venue":"JTCVS Open","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Aortic dissection; Key (lock); Medicine; Surgery; Cardiac surgery; Dissection (medical); General surgery; Aorta; Computer science","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":[0.008718234,0.003051873,0.003548104,0.003869291,0.00277107,0.008085229,0.00329641,0.02522063,0.02180966],"category_scores_gemma":[0.04480101,0.001773892,0.002474796,0.001271645,0.002264274,0.006741269,0.002631471,0.03267723,0.02585084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416721,"about_ca_system_score_gemma":0.006547172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469363,"about_ca_topic_score_gemma":0.01284452,"domain_scores_codex":[0.9930165,0.001894813,0.001293644,0.0005414428,0.002822264,0.0004314073],"domain_scores_gemma":[0.9463311,0.02154766,0.002812884,0.0007950311,0.02005067,0.008462779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006680623,0.000007555734,0.00001518062,0.00009205629,0.000004060234,0.00006074577,0.000008236662,0.00001677744,0.00001403653,0.0001460694,0.9945396,0.005089114],"study_design_scores_gemma":[0.00004432921,0.00002643284,0.0002113683,0.0009107928,0.00002345479,0.0003755859,0.00006996573,0.0001208116,0.0000224621,0.0008422529,0.9973276,0.00002507554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002025483,0.007004765,0.0004892544,0.09941325,0.8894297,0.00005167184,0.00007617393,0.0001377716,0.003377074],"genre_scores_gemma":[0.0001680753,0.00639804,0.0004727205,0.05181874,0.9331009,0.00006824634,0.00005182158,0.00004609766,0.007875288],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02522063,"threshold_uncertainty_score":0.07296062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505500121948429,"score_gpt":0.3734539226735902,"score_spread":0.3283989214541059,"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."}}