{"id":"W116238698","doi":"","title":"Is intensive care necessary after elective abdominal aortic aneurysm repair?","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Intensive care unit; Abdominal aortic aneurysm; Aneurysm; Surgery; Retrospective cohort study; Aortic aneurysm; Emergency 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":[0.0004033045,0.0001218071,0.0002628982,0.0006435534,0.0002625027,0.0005326863,0.0002270445,0.00052219,0.0009517337],"category_scores_gemma":[0.005267419,0.00009972594,0.0002072899,0.0009313586,0.0003736602,0.0004804231,0.0001863409,0.0003304572,0.0001228925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606725,"about_ca_system_score_gemma":0.0006939433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196492,"about_ca_topic_score_gemma":0.004406238,"domain_scores_codex":[0.9995131,0.0001286314,0.0001084038,0.00003949953,0.0001424002,0.00006790652],"domain_scores_gemma":[0.9969245,0.001193907,0.001384159,0.00003768556,0.0002635295,0.0001963462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002328431,0.00002893508,0.9444444,0.001399408,0.0001269154,0.003378408,0.0003618395,0.00006046062,0.0002806667,0.00009256145,0.001882162,0.04771145],"study_design_scores_gemma":[0.00001745743,0.0002184967,0.9714457,0.001387359,0.0001292641,0.01909193,0.001306747,0.00009249341,0.0001338367,0.00008055602,0.006087694,0.000008402058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862429,0.128936,0.0002735044,0.003228369,0.0003288778,0.00003416525,0.0004874303,0.00001583377,0.004266782],"genre_scores_gemma":[0.9547149,0.04311284,0.0002033912,0.0008101689,0.0006093493,0.00002615402,0.0003197807,0.000003526354,0.0001998973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196492,"threshold_uncertainty_score":0.004367411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538652419467309,"score_gpt":0.2548027881065086,"score_spread":0.2394162639118355,"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."}}