{"id":"W2092559098","doi":"10.1111/j.1525-1497.2006.00319.x","title":"Association of Postoperative Complications with Hospital Costs and Length of Stay in a Tertiary Care Center","year":2006,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Confidence interval; Emergency medicine; Complication; Health care; Pneumonia; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004478052,0.0002891678,0.000468144,0.0008520209,0.001429661,0.001131824,0.0008505163,0.0009811415,0.004559915],"category_scores_gemma":[0.003868571,0.0005752753,0.0005142812,0.001153029,0.0005702344,0.0007259287,0.0008849865,0.001360314,0.0002650561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357749,"about_ca_system_score_gemma":0.001715241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475286,"about_ca_topic_score_gemma":0.02371074,"domain_scores_codex":[0.9993217,0.0001760946,0.00009550509,0.0000799054,0.00007519457,0.0002516589],"domain_scores_gemma":[0.9945558,0.001228293,0.001602067,0.0001653189,0.0004424224,0.00200594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136453,0.0001266105,0.9984823,0.000004414063,0.0000331554,0.000409822,0.00009548503,0.00004582034,0.0001414275,0.00001758032,0.0001353159,0.000371624],"study_design_scores_gemma":[0.0000241956,0.0001945353,0.9975325,0.00000683105,0.00003223052,0.0007905596,0.0009171689,0.000350749,0.00005914085,0.00003224193,0.00005072986,0.00000902115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996289,0.00003894279,0.00001385734,0.000100198,0.000004181672,0.000002291341,0.00003829446,0.000001654615,0.0001715777],"genre_scores_gemma":[0.9997618,0.00002561327,0.00002117659,0.00005320059,0.00001135661,0.000002141054,0.00005746198,0.000001561366,0.00006573093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01475286,"threshold_uncertainty_score":0.02933401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004631371783375577,"score_gpt":0.25756312376283,"score_spread":0.2529317519794544,"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."}}