{"id":"W4404912908","doi":"10.1016/j.bja.2024.10.017","title":"Growing challenge of multimorbidity in patients undergoing surgery","year":2024,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"National Institute for Health and Care Research","keywords":"Multimorbidity; Medicine; Geography; General surgery; Internal medicine; Comorbidity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009143054,0.0002629818,0.001173581,0.0006509307,0.00002807673,0.00009060698,0.0002209489,0.0003591609,0.00007277618],"category_scores_gemma":[0.001546052,0.000305497,0.0005719916,0.0002644783,0.00008535288,0.0003430676,0.00007666957,0.001102479,0.000007805678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004196994,"about_ca_system_score_gemma":0.001873595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002453284,"about_ca_topic_score_gemma":0.0001965879,"domain_scores_codex":[0.996732,0.0001129406,0.001242907,0.0002826113,0.001310525,0.000319047],"domain_scores_gemma":[0.9980063,0.0004982105,0.00074771,0.0002046953,0.0003918889,0.0001511744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001985111,0.0005894244,0.002393667,0.004460655,0.0003179257,0.009044503,0.00004684483,0.00001293652,3.194305e-7,0.00002457265,0.949247,0.03366366],"study_design_scores_gemma":[0.01337348,0.003320868,0.1129523,0.1587007,0.00306455,0.0002881134,0.0008173506,0.00004977666,0.00001213042,0.001534035,0.7044173,0.001469339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.292251,0.02946428,0.000007595683,0.0005423939,0.6740395,0.0005568183,0.00009906884,0.00005498366,0.00298433],"genre_scores_gemma":[0.5674193,0.04986984,0.0001775546,0.00004593187,0.3817884,0.000006430095,0.0002564261,0.0001783626,0.00025774],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2922511,"threshold_uncertainty_score":0.9999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266519457698118,"score_gpt":0.2834232529795465,"score_spread":0.2607580584025653,"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."}}