{"id":"W4307024175","doi":"10.1016/j.cjca.2022.08.188","title":"HEMIARCH VS EXTENDED ARCH REPLACEMENT IN ACUTE TYPE A DISSECTION: CANADIAN MULTICENTRE DATA","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Elephant trunks; Perioperative; Aortic dissection; Stroke (engine); Surgery; Stent; Aortic arch; Internal medicine; Anesthesia; 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":[0.004161771,0.001080804,0.002536787,0.001957847,0.001843627,0.002790086,0.002523579,0.001427234,0.00387794],"category_scores_gemma":[0.01511525,0.0007986823,0.003587417,0.009060345,0.001198165,0.0009847624,0.001510751,0.00240605,0.0002950629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0223495,"about_ca_system_score_gemma":0.04045863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574265,"about_ca_topic_score_gemma":0.9808778,"domain_scores_codex":[0.9950619,0.0006812644,0.0006658467,0.0007179416,0.001630041,0.001242893],"domain_scores_gemma":[0.9837642,0.003237526,0.00475592,0.001050812,0.004925296,0.002266164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02124327,0.0002316281,0.8953724,0.004393733,0.01047484,0.0005878203,0.001234664,0.001399933,0.000508799,0.001500756,0.02689483,0.03615729],"study_design_scores_gemma":[0.002607461,0.0004459663,0.9778334,0.001655219,0.007084471,0.0003328324,0.001038646,0.0004778633,0.0001001344,0.00032558,0.00793447,0.0001639473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8078598,0.07738678,0.0007123598,0.004757626,0.0003518591,0.0006081142,0.0960588,0.00004904246,0.01221555],"genre_scores_gemma":[0.948705,0.02037385,0.001343761,0.001613248,0.0002359139,0.0002434962,0.0263894,0.000044976,0.001050369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04257351,"threshold_uncertainty_score":0.1621578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04689168472571556,"score_gpt":0.3036538000771448,"score_spread":0.2567621153514292,"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."}}