{"id":"W1982285027","doi":"10.1177/1538574412450752","title":"Identifying Patients With AAA With the Highest Risk Following Endovascular Repair","year":2012,"lang":"en","type":"article","venue":"Vascular and Endovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Perioperative; Surgery; Intensive care unit; Univariate analysis; Endovascular aneurysm repair; Abdominal aortic aneurysm; Aneurysm; Logistic regression; Multivariate analysis; Internal medicine","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":[0.0003357927,0.0002237046,0.0003461853,0.0007680605,0.0003243341,0.0005010933,0.000278657,0.0004484673,0.001803198],"category_scores_gemma":[0.002013408,0.0001508401,0.0003371493,0.0007957508,0.000231536,0.0004990565,0.0003327746,0.0004684095,0.0002207206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119597,"about_ca_system_score_gemma":0.0004250926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008363836,"about_ca_topic_score_gemma":0.001375656,"domain_scores_codex":[0.9997241,0.00005916043,0.00004764658,0.00005281153,0.00006115725,0.00005515516],"domain_scores_gemma":[0.9984676,0.0003775719,0.0007727075,0.00003516407,0.000108041,0.0002388568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001771062,0.000007147062,0.9989432,0.00000689923,0.000007271877,0.0001149701,0.00001757484,0.0000150442,0.00009980745,0.00000388088,0.00004024026,0.0007262093],"study_design_scores_gemma":[0.000003225661,0.00006751643,0.9976533,0.00001348959,0.00002171429,0.001665221,0.0001766886,0.00012499,0.0001071497,0.00002054498,0.0001427353,0.000003342559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989867,0.0004281486,0.0001275488,0.00008835215,0.000008999559,0.000005655084,0.0001305217,0.000003770941,0.0002203616],"genre_scores_gemma":[0.9992272,0.0002476301,0.0002182254,0.00003768137,0.00003068877,0.000006711887,0.0001725416,0.000001356866,0.00005793172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001803198,"threshold_uncertainty_score":0.006032288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206997086537974,"score_gpt":0.2162224714004025,"score_spread":0.2041525005350227,"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."}}