{"id":"W2596768103","doi":"10.1016/j.otsr.2017.03.002","title":"Tourniquet and closed-suction drains in total knee arthroplasty. No beneficial effects on bleeding management and knee function at a higher cost","year":2017,"lang":"en","type":"article","venue":"Orthopaedics & Traumatology Surgery & Research","topic":"Blood transfusion and management","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Tourniquet; Anesthesia; Total knee arthroplasty; Surgery; Blood loss; Tranexamic acid; Range of motion; Arthroplasty","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004034481,0.0003338471,0.0006099798,0.0003138958,0.0002243359,0.0005108505,0.0002643356,0.0004227296,0.005090196],"category_scores_gemma":[0.00137086,0.00009487996,0.0006441594,0.0003050902,0.0003412664,0.0005087303,0.0002190806,0.001032351,0.0003670176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603063,"about_ca_system_score_gemma":0.0005372743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000473676,"about_ca_topic_score_gemma":0.001275163,"domain_scores_codex":[0.9996374,0.0001581322,0.00004518093,0.00004369958,0.00006702445,0.00004859582],"domain_scores_gemma":[0.9993368,0.0002534254,0.0001087382,0.00004335829,0.00003589062,0.0002218428],"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":[0.1694702,0.007910906,0.03139456,0.003487645,0.001447128,0.004297076,0.0002432786,0.0006423608,0.02519107,0.001733388,0.007428027,0.7467545],"study_design_scores_gemma":[0.048691,0.2114019,0.5878012,0.002319374,0.0060232,0.03513283,0.001153009,0.004024846,0.02406898,0.005342336,0.07378333,0.0002580117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918232,0.07067887,0.001203805,0.001588565,0.00140678,0.000104833,0.0003136533,0.0001087018,0.00636266],"genre_scores_gemma":[0.9873883,0.008258848,0.0007776952,0.000471008,0.00078628,0.00003773121,0.0002764438,0.00001199564,0.00199166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005090196,"threshold_uncertainty_score":0.01702845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221688162372478,"score_gpt":0.3194495471142201,"score_spread":0.2772326654904954,"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."}}