{"id":"W2939083250","doi":"10.1016/j.joca.2019.02.050","title":"Unplanned readmissions and emergency department visits following orthopedic surgery for osteoarthritis from 2004 to 2016 in Ontario, Canada: The impact of the changing profiles of patients and clinical care","year":2019,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Emergency department; Orthopedic surgery; Osteoarthritis; Ambulatory; Population; Emergency medicine; Health care; Arthroplasty; Physical therapy; Medical emergency; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008741382,0.0004793991,0.0006175505,0.001706802,0.002911775,0.002155568,0.00263014,0.001390121,0.003335973],"category_scores_gemma":[0.005233102,0.0006802639,0.001595408,0.005576024,0.001002713,0.001448829,0.002403541,0.002352261,0.0003419609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05394839,"about_ca_system_score_gemma":0.08293734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967812,"about_ca_topic_score_gemma":0.9985588,"domain_scores_codex":[0.9969385,0.0001611218,0.0003823613,0.0003420062,0.0008458481,0.001330301],"domain_scores_gemma":[0.9932755,0.0002244126,0.001999504,0.0001274615,0.002443296,0.001929694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008529481,0.00004041314,0.990016,0.0001163616,0.0001050942,0.0001026029,0.001195446,0.0001423164,0.00004712858,0.000153747,0.004588891,0.003406602],"study_design_scores_gemma":[0.000005311208,0.00001425299,0.9962124,0.0001141293,0.0000255577,0.0000451855,0.002153935,0.0001647721,0.00001710359,0.00002471474,0.001207161,0.00001551046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450433,0.005681515,0.0002259962,0.005322658,0.0001928874,0.0001173984,0.03758157,0.00004727106,0.005787438],"genre_scores_gemma":[0.9878886,0.001816864,0.0002211749,0.0007206337,0.00004849125,0.00004159862,0.007057441,0.00001430404,0.002190782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05394839,"threshold_uncertainty_score":0.3914248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03017691224354127,"score_gpt":0.3604436835667862,"score_spread":0.330266771323245,"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."}}