{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124807,0.0002444406,0.0003475083,0.000534297,0.0001493755,0.0006107861,0.0003241214,0.0003325158,0.00183933],"category_scores_gemma":[0.005835502,0.0001084335,0.0005253151,0.0003711377,0.0002876702,0.0002481366,0.0003738997,0.0002958474,0.00008761964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024794,"about_ca_system_score_gemma":0.0007102184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392746,"about_ca_topic_score_gemma":0.003638288,"domain_scores_codex":[0.9986029,0.0006872214,0.0001138518,0.00009907805,0.0003410318,0.0001558727],"domain_scores_gemma":[0.9975368,0.000785342,0.001050921,0.0001087672,0.0001823131,0.0003358707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03022789,0.005162227,0.7851679,0.0004735912,0.001349175,0.000579257,0.0001852713,0.002995182,0.003577854,0.0007589635,0.001871904,0.1676508],"study_design_scores_gemma":[0.001240138,0.03195437,0.9559813,0.000129818,0.0008236613,0.001430564,0.0004754768,0.00421537,0.001971574,0.0005727966,0.001175129,0.00002978696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988218,0.0004534888,0.0001184796,0.00009865026,0.00001412083,0.0000183862,0.00006243031,0.000002875014,0.0004097373],"genre_scores_gemma":[0.9996717,0.00008209924,0.0001051418,0.00001732006,0.00001343485,0.000007707301,0.00005198701,5.136595e-7,0.00005005448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9976072,"threshold_uncertainty_score":0.007435441,"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."}}