{"id":"W2157382343","doi":"10.1161/01.cir.0000148961.44397.c7","title":"Clinical Decision Making for Endovascular Repair of Abdominal Aortic Aneurysm","year":2004,"lang":"en","type":"article","venue":"Circulation","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Vascular surgery; Abdominal aortic aneurysm; Aneurysm; Cardiac surgery; General hospital; General surgery; Surgery","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":[0.008784833,0.0006388833,0.001466754,0.003845045,0.002817848,0.005815191,0.002096189,0.004397966,0.0143585],"category_scores_gemma":[0.05725946,0.0005099766,0.001345652,0.001502975,0.002220158,0.003866749,0.00199972,0.00754977,0.002102237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002551357,"about_ca_system_score_gemma":0.006542705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208437,"about_ca_topic_score_gemma":0.004315555,"domain_scores_codex":[0.9921064,0.005409076,0.0008107164,0.0003585818,0.0008455282,0.000469636],"domain_scores_gemma":[0.9752807,0.01710638,0.00161042,0.0004597776,0.00243275,0.003109893],"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":[0.004293368,0.001465298,0.1676605,0.001454394,0.0008753543,0.04081674,0.004334163,0.01763346,0.002168349,0.02778832,0.2121085,0.5194016],"study_design_scores_gemma":[0.002832016,0.002739945,0.1162866,0.009165355,0.001819593,0.1027699,0.02448878,0.09601908,0.004586921,0.461501,0.1767609,0.001029922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2487679,0.0303783,0.05683283,0.5193183,0.005785258,0.00128051,0.001291714,0.0003878124,0.1359575],"genre_scores_gemma":[0.9160482,0.01185338,0.04610261,0.01250836,0.01037748,0.0004432104,0.0008494753,0.0001012677,0.001716027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0143585,"threshold_uncertainty_score":0.04803395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03462411609285356,"score_gpt":0.3568540504851834,"score_spread":0.3222299343923299,"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."}}