{"id":"W2122663488","doi":"10.1177/1062860614540512","title":"Continuous Quality Improvement Program for Hip and Knee Replacement","year":2014,"lang":"en","type":"article","venue":"American Journal of Medical Quality","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Bone and Joint Health Institute; University of Calgary","funders":"Canada Research Chairs","keywords":"Medicine; Quality management; Multidisciplinary approach; Health care; Quality (philosophy); Knowledge translation; Nursing; Operations management; Physical therapy; Process management; Knowledge management; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007645845,0.0003972815,0.0004425854,0.001028694,0.00100135,0.001132241,0.000875363,0.0005064867,0.008928195],"category_scores_gemma":[0.01494362,0.0001785947,0.0006071039,0.00160267,0.0003698145,0.000495314,0.002216162,0.002109943,0.001257942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005244209,"about_ca_system_score_gemma":0.02662023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04265457,"about_ca_topic_score_gemma":0.0471388,"domain_scores_codex":[0.9940486,0.001998068,0.0004653023,0.0004886438,0.00247497,0.0005243292],"domain_scores_gemma":[0.9872314,0.001799885,0.001761813,0.0008902011,0.005345497,0.002971202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009998895,0.00319031,0.04302331,0.0007744576,0.0001836757,0.0001116915,0.0006194173,0.00154839,0.001435952,0.004426073,0.1952593,0.7484276],"study_design_scores_gemma":[0.003210413,0.004847191,0.6255813,0.001224833,0.0002799359,0.0002876516,0.0005542837,0.00693352,0.002121405,0.002412491,0.3523959,0.0001510619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2793865,0.01615971,0.1472061,0.1099651,0.008204986,0.04605872,0.0381176,0.01636034,0.338541],"genre_scores_gemma":[0.6945137,0.005401861,0.1904973,0.01683398,0.001066087,0.01672677,0.01969633,0.000328007,0.05493592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04265457,"threshold_uncertainty_score":0.08481258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218739546819761,"score_gpt":0.3784525419158345,"score_spread":0.3562651464476369,"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."}}