{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00783197,0.0001941474,0.00108561,0.00007579534,0.00007430213,0.00002742145,0.0001514509,0.00008183737,0.0001058008],"category_scores_gemma":[0.005712218,0.0001385246,0.0002571974,0.0001256555,0.0007911277,0.00006943854,0.00008158223,0.0004062803,0.000003403647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008906223,"about_ca_system_score_gemma":0.000231785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001613822,"about_ca_topic_score_gemma":0.00002037676,"domain_scores_codex":[0.9959884,0.0003986658,0.001401642,0.0002682893,0.00156309,0.0003799622],"domain_scores_gemma":[0.9963496,0.001110611,0.001058068,0.0003235826,0.0002939297,0.0008642222],"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":[0.001320017,0.0005983668,0.05010355,0.0001745784,0.0002200296,0.000009797796,0.0004055993,1.696094e-7,0.0003685462,0.001569169,0.000826859,0.9444034],"study_design_scores_gemma":[0.03176041,0.06791786,0.6623683,0.0006663576,0.0005136107,0.0007598728,0.008068937,0.0003519692,0.001297141,0.001582792,0.2239447,0.0007680082],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675989,0.0001278361,0.009404226,0.02166539,0.0003203214,0.0006252745,0.000005398801,0.0000434612,0.0002092356],"genre_scores_gemma":[0.9855623,0.00004582639,0.00969358,0.004033638,0.0004294877,0.00003103998,0.000004040477,0.00002065265,0.0001794556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9436353,"threshold_uncertainty_score":0.6838471,"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."}}