{"id":"W4393128172","doi":"10.1016/j.cjco.2023.12.018","title":"Total Arch Replacement Operative Techniques","year":2024,"lang":"en","type":"article","venue":"CJC Open","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Arch; Medicine; Dissection (medical); tar (computing); Aneurysm; Surgery; Aortic dissection; Aortic arch; Aorta; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008213804,0.001282252,0.001030971,0.002600374,0.001739507,0.002194821,0.00108181,0.0008152145,0.03527158],"category_scores_gemma":[0.001776089,0.0004343352,0.002399141,0.001195071,0.0006946308,0.001187293,0.001406334,0.002618128,0.01759441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007374683,"about_ca_system_score_gemma":0.00171968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009045803,"about_ca_topic_score_gemma":0.001438829,"domain_scores_codex":[0.9989471,0.00006672608,0.0002094579,0.0002008601,0.0004167875,0.0001590335],"domain_scores_gemma":[0.9990997,0.0001894324,0.0001739457,0.0002181117,0.0001851282,0.0001338266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007879426,0.0006199732,0.01265178,0.004417561,0.000654256,0.01532534,0.0006972937,0.001263566,0.02076628,0.007495901,0.05415656,0.8811635],"study_design_scores_gemma":[0.0004566361,0.002250127,0.0451725,0.00284184,0.0009407375,0.3451399,0.0006209299,0.002105697,0.01307845,0.01116296,0.5759272,0.0003030362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1607521,0.1804234,0.2547743,0.007311426,0.01549557,0.00149651,0.009433762,0.008958134,0.3613547],"genre_scores_gemma":[0.62703,0.07724731,0.142182,0.008157277,0.008815779,0.001004797,0.01109099,0.001649887,0.122822],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03527158,"threshold_uncertainty_score":0.1179952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375590105068838,"score_gpt":0.384520612688628,"score_spread":0.3407647116379396,"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."}}