{"id":"W2187741310","doi":"","title":"The Determinants of Health Care Costs in Older Adults Undergoing Non-Elective Abdominal Surgery","year":2013,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal surgery; Elective surgery; General surgery; Health care; Surgery; Gerontology; Intensive care medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003266733,0.0001252902,0.000183411,0.0005821427,0.0003533016,0.0004724496,0.0002940006,0.0002692698,0.001119712],"category_scores_gemma":[0.002007345,0.0001389426,0.0002663136,0.0008633194,0.0001718854,0.000221007,0.0003538234,0.0004122031,0.00009294072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462221,"about_ca_system_score_gemma":0.001173817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2623467,"about_ca_topic_score_gemma":0.3654608,"domain_scores_codex":[0.999765,0.00004290161,0.00003163207,0.00002270384,0.00005615129,0.00008165758],"domain_scores_gemma":[0.9987489,0.0001639486,0.0006580492,0.00003195616,0.000161575,0.0002356195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001690708,0.000009638889,0.9994439,0.000005519029,0.000008019815,0.0000147379,0.00002279903,0.00001623434,0.00001515096,0.000007746475,0.00006129851,0.0003781836],"study_design_scores_gemma":[9.36048e-7,0.00001087148,0.999783,0.000004534527,0.000003903445,0.00002165221,0.00006735218,0.00006498319,0.000003941698,0.000004835849,0.0000333182,6.536151e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990324,0.0002617718,0.00001931205,0.00008597703,0.000002938949,0.000007198707,0.000347682,6.692616e-7,0.0002420037],"genre_scores_gemma":[0.9992321,0.0002261411,0.00003700343,0.0000260166,0.000006466861,0.000005341883,0.0003474265,4.18013e-7,0.0001192637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7376533,"threshold_uncertainty_score":0.5216393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002535940161219073,"score_gpt":0.1832577475653844,"score_spread":0.1807218074041653,"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."}}