{"id":"W4288073122","doi":"10.1097/tgr.0000000000000337","title":"Impact on Blood Tests of Lower Limb Joint Replacement for the Treatment of Osteoarthritis","year":2021,"lang":"en","type":"article","venue":"Topics in Geriatric Rehabilitation","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Medicine; Osteoarthritis; Knee replacement; Surgery; Total hip replacement; Hip replacement; Total knee replacement; Joint replacement; Significant difference; Blood loss; Arthroplasty; Internal medicine","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":[0.0001783597,0.0001062861,0.0003185892,0.0001031769,0.00002145813,0.000004253325,0.00002715204,0.00005271001,0.00007834226],"category_scores_gemma":[0.0008708528,0.00006987678,0.0002399501,0.0002401743,0.00004929122,0.00002156258,0.00001006103,0.00004036621,0.000002090909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401248,"about_ca_system_score_gemma":0.0001139638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004199853,"about_ca_topic_score_gemma":0.000052332,"domain_scores_codex":[0.9989858,0.00005227256,0.0004615275,0.0001886026,0.0001863396,0.0001254536],"domain_scores_gemma":[0.9981052,0.001138532,0.0001370897,0.0004214148,0.0001668989,0.00003087396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005996272,0.01120902,0.7147107,0.000976407,0.0004576999,0.00003856053,0.007471246,0.001392362,0.02849017,0.002393733,0.000457054,0.2264069],"study_design_scores_gemma":[0.005730087,0.04347236,0.9425514,0.00008190197,0.0001308868,0.00001149546,0.0003246964,0.00006143634,0.006293153,0.0003781437,0.00089439,0.00007009202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956276,0.0008619032,0.00002322097,0.001935638,0.0002994098,0.001028658,0.00002097508,0.00000898988,0.0001935508],"genre_scores_gemma":[0.995536,0.0001502388,0.003569284,0.00002079848,0.00009802007,0.00009766086,0.00001210318,0.00001083935,0.0005050083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2278407,"threshold_uncertainty_score":0.2849492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413946021444537,"score_gpt":0.2981067926864039,"score_spread":0.2839673324719586,"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."}}