{"id":"W2615046138","doi":"10.1093/ageing/afx055.39","title":"39DO OLDER SURGICAL PATIENTS WHO UNDERGO EMERGENCY OPERATION HAVE HIGHER MORTALITY AND LONGER LENGTH OF HOSPITALISATION COMPARED TO THOSE MANAGED CONSERVATIVELY?","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255231,0.000211017,0.0006909713,0.0008765282,0.0003700359,0.0009022832,0.0003253065,0.000857071,0.003682898],"category_scores_gemma":[0.003824069,0.0001932533,0.001022615,0.001245747,0.000567611,0.001162287,0.0005244441,0.0004800197,0.000630771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004476492,"about_ca_system_score_gemma":0.0004389627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004243725,"about_ca_topic_score_gemma":0.006867426,"domain_scores_codex":[0.9992179,0.0001809234,0.0001169361,0.0001976337,0.0001165995,0.00016993],"domain_scores_gemma":[0.998044,0.0002997944,0.00110794,0.00007753139,0.0001421523,0.0003286032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477926,0.00002721808,0.9926735,0.00007016568,0.0001377859,0.00005271374,0.0001569901,0.00001884657,0.00009531836,0.00007092801,0.0002606529,0.006288039],"study_design_scores_gemma":[0.00001210055,0.0001171396,0.9986404,0.00004083091,0.00004447723,0.0001549272,0.0003310798,0.00004464896,0.00002090572,0.0001577062,0.0004302016,0.000005575989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889436,0.007296457,0.0001901532,0.001497111,0.00009658088,0.000009985079,0.0006962889,0.000003602841,0.001266273],"genre_scores_gemma":[0.9974916,0.00137381,0.00008782555,0.0003319003,0.0001051391,0.00001136026,0.0004204388,0.000001298392,0.0001766628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004243725,"threshold_uncertainty_score":0.01232058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05646005772181863,"score_gpt":0.3324485219686049,"score_spread":0.2759884642467863,"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."}}