{"id":"W2947946955","doi":"10.1016/j.avsg.2020.12.019","title":"Depression Predicts Non-Home Discharge After Abdominal Aortic Aneurysm Repair","year":2021,"lang":"en","type":"article","venue":"Annals of Vascular Surgery","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Society for Vascular Surgery; American Heart Association","keywords":"Medicine; Depression (economics); Abdominal aortic aneurysm; Confounding; Odds ratio; Confidence interval; Univariate analysis; Logistic regression; Diabetes mellitus; Internal medicine; Emergency medicine; Surgery; Physical therapy; Aneurysm; Multivariate analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005710052,0.000318362,0.0009071666,0.0001920824,0.00006512643,0.00001377397,0.00007878314,0.0001832153,0.0005478432],"category_scores_gemma":[0.0005694077,0.0002695584,0.001378806,0.0003830772,0.0001179942,0.000204185,0.0001384446,0.0002058496,0.0000992997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002297142,"about_ca_system_score_gemma":0.0003269234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003075907,"about_ca_topic_score_gemma":0.000002550618,"domain_scores_codex":[0.9970016,0.0001594624,0.000818485,0.0006409371,0.000817263,0.0005622751],"domain_scores_gemma":[0.9975945,0.0002550996,0.0002217577,0.001166611,0.0003848842,0.0003771726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000508642,0.001235921,0.9728559,0.000660921,0.000917609,0.007004643,0.0001574172,0.000004063792,0.002799795,0.000002646181,0.009871729,0.003980676],"study_design_scores_gemma":[0.0008133579,0.0001256061,0.9662457,0.0007061558,0.0005117562,0.0007411442,0.00005237692,0.0003921964,0.02859664,0.00004129365,0.001498603,0.0002751901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928916,0.005242626,0.0001582805,0.0004762183,0.0003116862,0.0003127389,0.00002032451,0.0001595848,0.0004269607],"genre_scores_gemma":[0.9961288,0.001050168,0.0005765529,0.0009216823,0.0001726349,0.00008661801,0.00009752137,0.00006699294,0.0008990047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02579684,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536511351903412,"score_gpt":0.2879822491391793,"score_spread":0.2626171356201452,"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."}}