{"id":"W1975180568","doi":"10.1177/1538574413485648","title":"Determination of Patient Preference for Location of Elective Abdominal Aortic Aneurysm Surgery","year":2013,"lang":"en","type":"article","venue":"Vascular and Endovascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Perioperative; Mortality rate; Aneurysm; Surgery; Abdominal surgery; Aortic aneurysm; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315368,0.0001980154,0.0007193175,0.0002735082,0.00004754298,0.000008574704,0.00003686298,0.000104357,0.00003271237],"category_scores_gemma":[0.0008996824,0.0001711617,0.0005303217,0.0003323439,0.0001108212,0.0001705136,0.0000256276,0.0000670177,0.000004105778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004583403,"about_ca_system_score_gemma":0.0001805553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210714,"about_ca_topic_score_gemma":0.000003765883,"domain_scores_codex":[0.998212,0.0001087313,0.000679534,0.0003374847,0.0003981341,0.0002641504],"domain_scores_gemma":[0.9979194,0.0006606905,0.0003052882,0.0004011802,0.0005974703,0.0001159295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004737297,0.001570488,0.5005466,0.005026116,0.001687861,0.00006619928,0.0009541169,0.00003455357,0.0148982,0.00005948092,0.0005084262,0.4741742],"study_design_scores_gemma":[0.002101686,0.0006782088,0.8692026,0.0009065717,0.001971078,0.0004507434,0.0003927471,0.00875943,0.11427,0.0005529433,0.0001816872,0.0005323251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855699,0.001725793,0.01146951,0.00003060841,0.00008488975,0.001054741,0.000003535167,0.00002949468,0.0000315183],"genre_scores_gemma":[0.9968563,0.0003497803,0.002349508,0.00003138733,0.00002533715,0.0002869248,0.00005457353,0.00002863413,0.00001749975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4736419,"threshold_uncertainty_score":0.697977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091601951406323,"score_gpt":0.235636359753923,"score_spread":0.2147203402398598,"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."}}