{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002213191,0.0002809553,0.0005934378,0.0009676809,0.0009540385,0.0001112544,0.00006047937,0.0002888169,0.0001467741],"category_scores_gemma":[0.0001620926,0.0002651837,0.0001214775,0.0002288988,0.0004312178,0.0001790211,0.0002601375,0.0008735648,0.00007042122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304317,"about_ca_system_score_gemma":0.00006058828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738707,"about_ca_topic_score_gemma":0.0005332,"domain_scores_codex":[0.9970154,0.0003237796,0.0004310602,0.000728989,0.0007184665,0.0007822948],"domain_scores_gemma":[0.9982926,0.0006460021,0.0001130075,0.0005061837,0.0001326759,0.000309513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003795289,0.0005596562,0.5325204,0.001278632,0.0003488994,0.002117264,0.0002839973,0.000003170001,0.0003254548,0.005896149,0.006207339,0.4466638],"study_design_scores_gemma":[0.004027306,0.0007697635,0.9444031,0.0005347526,0.0001246769,0.0002188642,0.0001786148,0.000127743,0.00009506409,0.0001632003,0.04911696,0.0002399911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808275,0.0003900123,0.00002966782,0.003556314,0.00143596,0.001523143,0.000005304079,0.00007303371,0.01215904],"genre_scores_gemma":[0.9942575,0.001688036,0.00006221871,0.0003145763,0.0002702646,0.0002690461,0.00003664164,0.00004531272,0.003056411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4464238,"threshold_uncertainty_score":0.99998,"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."}}