{"id":"W200805354","doi":"10.7748/nop2012.02.24.1.14.c8898","title":"Care of patients undergoing joint replacement","year":2012,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Joint replacement; Arthroplasty; Joint arthroplasty; Quality of life (healthcare); Knee replacement; Pain relief; Physical therapy; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006730978,0.0001200633,0.0002626345,0.00008786171,0.00006131337,0.000005556749,0.00003217852,0.00005272307,0.0002185108],"category_scores_gemma":[0.00008617419,0.0001086578,0.0000896218,0.0001278716,0.00004222586,0.00008117536,0.00002228417,0.00008845848,0.00005346648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002189593,"about_ca_system_score_gemma":0.00005781488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002057989,"about_ca_topic_score_gemma":0.00002494765,"domain_scores_codex":[0.9989458,0.00002297579,0.0002510327,0.0001474032,0.0003127561,0.0003199855],"domain_scores_gemma":[0.9993307,0.00004034632,0.00009836553,0.0002901695,0.0000974123,0.0001430142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006227354,0.0004389692,0.970903,0.0002057833,0.00002571024,3.823645e-7,0.02009401,0.000003835825,0.0003396169,0.0001047395,0.001942625,0.005879083],"study_design_scores_gemma":[0.002251,0.0003205576,0.9871118,0.0005065448,0.00008694729,0.000008250548,0.004127634,0.00001089797,0.00501475,0.000008562452,0.00044525,0.0001078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927827,0.0005194408,0.0001692723,0.000415557,0.0008104233,0.0003089264,0.00000563622,0.00005714607,0.004930915],"genre_scores_gemma":[0.9979421,0.000004557211,0.001338073,0.0001171242,0.00009662139,0.000005334314,0.00003237924,0.00002688719,0.0004368907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01620884,"threshold_uncertainty_score":0.4430935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530353522844956,"score_gpt":0.2726033051117167,"score_spread":0.2572997698832671,"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."}}