{"id":"W4409468561","doi":"10.1016/j.jvsvi.2025.100235","title":"Hybrid operating room transition in abdominal aortic aneurysm treatment: Impacts on operative outcomes and complications","year":2025,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.0005952675,0.0001222247,0.0002579533,0.0005444934,0.0002818411,0.000960383,0.0002510616,0.0002657796,0.001839159],"category_scores_gemma":[0.002829863,0.00008058858,0.0005420692,0.0007387038,0.0002953443,0.0003985404,0.0004290516,0.0003493069,0.0001207879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005008947,"about_ca_system_score_gemma":0.0008881591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003163578,"about_ca_topic_score_gemma":0.006186625,"domain_scores_codex":[0.9994973,0.0001216397,0.00007172436,0.00009022653,0.0001162881,0.00010281],"domain_scores_gemma":[0.9976128,0.0006145284,0.001196438,0.00005014111,0.000219368,0.0003066733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006678561,0.0001558932,0.9673322,0.0004662671,0.0002926742,0.0005954012,0.0002479799,0.0001870186,0.0006015817,0.00009466203,0.0001872882,0.02917135],"study_design_scores_gemma":[0.00002548568,0.0005722744,0.994628,0.0002315249,0.0001870003,0.001611597,0.001323961,0.0001482711,0.0001721678,0.0001029211,0.0009835511,0.00001328294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928334,0.005730473,0.0002043076,0.0001377996,0.00002315185,0.00001183933,0.0001506112,0.000003411437,0.0009049963],"genre_scores_gemma":[0.9977328,0.001632875,0.00021119,0.00006990737,0.00004685586,0.00001069814,0.0001564668,0.000002023018,0.0001372355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003163578,"threshold_uncertainty_score":0.006290317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596669253422436,"score_gpt":0.3055012139185723,"score_spread":0.289534521384348,"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."}}