{"id":"W2171954438","doi":"10.1071/ah11107","title":"Implementation of a quality care management system for patients with arthritis of the hip and knee","year":2012,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Knee arthritis; Knee replacement; Unit (ring theory); Orthopedic surgery; Government (linguistics); Service (business); Arthritis; Physical therapy; Medical emergency; Surgery; Internal medicine; Alternative medicine; Business; Osteoarthritis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01345966,0.0001489373,0.0003245333,0.0009786693,0.001531207,0.002728412,0.001469064,0.0007581934,0.002768517],"category_scores_gemma":[0.03001468,0.0003457006,0.0006199752,0.001511554,0.0009768016,0.002022241,0.004238761,0.001775051,0.0005225231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009732096,"about_ca_system_score_gemma":0.04627774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1067423,"about_ca_topic_score_gemma":0.1147015,"domain_scores_codex":[0.9881456,0.004839205,0.00149339,0.0006793682,0.003703044,0.001139345],"domain_scores_gemma":[0.9593257,0.004257801,0.007304041,0.002194987,0.01540552,0.01151185],"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":[0.0003421271,0.001018945,0.142439,0.002799026,0.0002352215,0.000544928,0.0100195,0.002489117,0.004447136,0.007994245,0.05830763,0.7693631],"study_design_scores_gemma":[0.00066845,0.003575848,0.7945411,0.003286027,0.0001935263,0.001088142,0.006783656,0.008483852,0.001728162,0.002697733,0.1766723,0.0002812847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6435179,0.01273073,0.04336452,0.1918012,0.002181706,0.009973588,0.002411093,0.001612885,0.09240638],"genre_scores_gemma":[0.8827535,0.005096429,0.08774624,0.01085113,0.0004255731,0.001473012,0.001832445,0.00009204182,0.009729675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067423,"threshold_uncertainty_score":0.212242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565936419054791,"score_gpt":0.3870421861388126,"score_spread":0.3413828219482647,"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."}}