{"id":"W4307023713","doi":"10.1016/j.cjca.2022.08.177","title":"CANNULATION STRATEGY IMPACTS PERIOPERATIVE SAFETY 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; Perioperative; Aortic dissection; Surgery; Femoral artery; Axillary artery; Stroke (engine); Cardiopulmonary bypass; Cardiology; Internal medicine; 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":[0.004230189,0.0007973352,0.00136575,0.001777393,0.00236113,0.002962729,0.002355184,0.001552801,0.003690348],"category_scores_gemma":[0.02288138,0.0007626695,0.002810766,0.008502029,0.00135605,0.0009233283,0.00163588,0.002327913,0.0003259407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01713148,"about_ca_system_score_gemma":0.03689556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9500357,"about_ca_topic_score_gemma":0.9725232,"domain_scores_codex":[0.9944679,0.0008277984,0.0007378162,0.000925201,0.001671638,0.001369575],"domain_scores_gemma":[0.9694911,0.004885711,0.01027113,0.002195544,0.009795384,0.003361202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009324484,0.0000759218,0.9845179,0.000381712,0.001217279,0.0001522879,0.0007890245,0.0002379907,0.0001040195,0.0002973862,0.005051084,0.006242965],"study_design_scores_gemma":[0.0001572074,0.0000941666,0.9957746,0.0003226272,0.0007915596,0.0001313695,0.0007273107,0.0001662094,0.00002898764,0.00009723187,0.00164758,0.00006108703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95162,0.009147429,0.0005846454,0.001894466,0.0001248583,0.0002181718,0.02990321,0.00002381067,0.006483279],"genre_scores_gemma":[0.9842409,0.003956205,0.0009187664,0.0008465316,0.00009080682,0.00009925885,0.009220665,0.00003655013,0.0005902224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04996431,"threshold_uncertainty_score":0.1242982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04424556653615151,"score_gpt":0.2966984028150066,"score_spread":0.2524528362788551,"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."}}