{"id":"W2137931815","doi":"10.12927/hcq.2013.19850","title":"CIHI Survey: Hospitalization for Elective Joint Replacements in Canada","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Knee replacement; Joint replacement; Osteoarthritis; Arthroplasty; Life expectancy; Population; Health care; Arthritis; Physical therapy; Hip replacement; Surgery; Internal medicine; 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":[0.000501516,0.000381895,0.0004651925,0.002716478,0.002436348,0.0009870665,0.001408393,0.0004889787,0.003570334],"category_scores_gemma":[0.001857366,0.0003756067,0.0006488239,0.007204657,0.0004196573,0.0004950954,0.0009903164,0.00100077,0.0006174233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0323294,"about_ca_system_score_gemma":0.04822957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962798,"about_ca_topic_score_gemma":0.9979119,"domain_scores_codex":[0.9986481,0.00004990952,0.0001301638,0.0001434297,0.0007151728,0.000313282],"domain_scores_gemma":[0.996735,0.00006995264,0.0005497471,0.00004620189,0.001800819,0.0007981216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008405845,0.00007433677,0.9592814,0.0003262867,0.0001061215,0.00009877274,0.0007285282,0.0001423494,0.0002039991,0.0002222594,0.03223944,0.006492304],"study_design_scores_gemma":[0.000007041268,0.00001811348,0.9955539,0.00006900432,0.00001444098,0.00006397634,0.000787935,0.000137068,0.00003652754,0.00001523069,0.003283229,0.00001345073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6646836,0.003884172,0.000384167,0.002681451,0.0001057352,0.0005753867,0.3100875,0.0001212557,0.01747682],"genre_scores_gemma":[0.912955,0.004549535,0.001005277,0.001860041,0.00005157728,0.0003174531,0.07333085,0.00003192133,0.005898245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0323294,"threshold_uncertainty_score":0.2345673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354785470114159,"score_gpt":0.2858561200009984,"score_spread":0.2523082652998568,"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."}}