{"id":"W2988348427","doi":"10.1503/cjs.002516","title":"Cost savings of outpatient versus standard inpatient total knee arthroplasty","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Reimbursement; Emergency medicine; Inpatient care; Cost-minimization analysis; Perioperative; Total knee arthroplasty; Total cost; Surgery; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005245034,0.0001783298,0.0007102272,0.0004531531,0.0002834122,0.00005997145,0.00009124296,0.00009879558,0.0004377036],"category_scores_gemma":[0.00260917,0.000157845,0.0003621443,0.00008102707,0.0003908431,0.0003078965,0.0000294659,0.0003769987,0.00001747458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903407,"about_ca_system_score_gemma":0.002982284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015408,"about_ca_topic_score_gemma":0.008228805,"domain_scores_codex":[0.9981877,0.00004307311,0.0007451509,0.000138588,0.000465949,0.0004195546],"domain_scores_gemma":[0.9967079,0.0003171357,0.0009160996,0.0004505585,0.0005151526,0.001093134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001526077,0.00005306229,0.9459057,0.00007040892,0.00022217,0.001002346,0.0008256712,0.00002605247,0.00005838694,0.00004773933,0.01196037,0.03830201],"study_design_scores_gemma":[0.003558604,0.001542101,0.9441483,0.0006782804,0.0001259531,0.0004646945,0.0006675105,0.000007785606,0.0007077031,0.00001251662,0.04787028,0.0002162763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992191,0.0003554805,0.00002690619,0.001110959,0.005089323,0.0001721689,0.00009574226,0.000005402793,0.0009530422],"genre_scores_gemma":[0.9991516,0.00002885235,0.0002149574,0.00008738888,0.0002143792,0.000001814943,0.000004810199,0.00002773734,0.0002684727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03808573,"threshold_uncertainty_score":0.6436734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05563902759067847,"score_gpt":0.2780787140706767,"score_spread":0.2224396864799983,"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."}}