{"id":"W7047261983","doi":"","title":"The Examination And Investigation Of The Mid-Vastus (MV) Minimally Invasive Approach, And The Standard Medial Para-Pattelar (MPP) Surgical Exposure To Total Knee Arthroplasty(TKA) Surgery With A View To Determining Which If Any Is More Beneficial To Knee Osteoarthritis Patients Six Months Post Operation.","year":2012,"lang":"en","type":"dissertation","venue":"Queen Margaret University eTheses Repository","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gold standard (test); Population; Quality of life (healthcare); Population ageing; Total knee arthroplasty; Arthroplasty; Blood loss; Knee replacement","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000447931,0.0003621893,0.0005316416,0.000176389,0.0009369907,0.0001263338,0.0002039387,0.0002457052,0.000008672045],"category_scores_gemma":[0.000174069,0.0002499082,0.000109445,0.0003633042,0.0002399016,0.0002612683,0.0001874646,0.0004189596,0.000001304887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008286194,"about_ca_system_score_gemma":0.0003432515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075665,"about_ca_topic_score_gemma":0.00131628,"domain_scores_codex":[0.997705,0.0005801,0.0003879116,0.0005090159,0.0004998173,0.0003181588],"domain_scores_gemma":[0.9975404,0.0009124232,0.0003167319,0.0003965268,0.0006586933,0.0001752314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002655547,0.0001493331,0.8024114,0.0002888785,0.0006463812,0.00002795903,0.112879,0.0001222744,0.00156133,0.0005336045,0.0001470482,0.0785773],"study_design_scores_gemma":[0.002975085,0.002058618,0.7550108,0.001107511,0.0006642622,0.00003886084,0.2275144,0.00001979519,0.008657251,0.00001931199,0.0009548918,0.0009791662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972597,0.000142382,0.00001245616,0.0004573289,0.0003597979,0.001312754,0.0001647005,0.00002580547,0.000265053],"genre_scores_gemma":[0.9991449,0.00001311322,0.000148676,0.00004236692,0.0001782731,0.0000485019,0.0002028015,0.00003486765,0.0001865666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1146354,"threshold_uncertainty_score":0.9999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006755132896422942,"score_gpt":0.1953331465901911,"score_spread":0.1885780136937682,"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."}}