{"id":"W3128312788","doi":"10.1097/corr.0000000000001668","title":"Cochrane in CORR®: Tourniquet Use For Knee Replacement Surgery","year":2021,"lang":"en","type":"letter","venue":"Clinical Orthopaedics and Related Research","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Tourniquet; Adverse effect; Randomized controlled trial; Blood loss; Perioperative; Surgery; Orthopedic surgery; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002963729,0.00145019,0.005425875,0.007637529,0.000539574,0.002833097,0.001852014,0.00234862,0.04226259],"category_scores_gemma":[0.01917407,0.0008316899,0.004785192,0.007285569,0.0006708424,0.001940989,0.001680902,0.002569611,0.003180759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002910841,"about_ca_system_score_gemma":0.00546561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008557939,"about_ca_topic_score_gemma":0.0144325,"domain_scores_codex":[0.9954158,0.001634271,0.001228837,0.0003178399,0.001252081,0.0001510639],"domain_scores_gemma":[0.9862455,0.009234282,0.002819401,0.000190721,0.001254052,0.0002560203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007177636,0.00003345739,0.0002196052,0.7321762,0.002853018,0.00007567575,0.00008774758,0.0001508602,0.0001927934,0.001118171,0.09296773,0.169407],"study_design_scores_gemma":[0.001428887,0.0002959679,0.002955605,0.6969304,0.0144146,0.0005740071,0.0001502975,0.0001460315,0.0002801405,0.001595367,0.2811655,0.00006314641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0003846831,0.988376,0.0001800181,0.001578989,0.001902006,0.0004162158,0.001931852,0.0001157476,0.005114426],"genre_scores_gemma":[0.005750302,0.9852448,0.0005939763,0.00296769,0.001089172,0.0008178882,0.0008669198,0.00006665011,0.002602558],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04226259,"threshold_uncertainty_score":0.1413825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962369970438891,"score_gpt":0.4523596395813264,"score_spread":0.2561226425374373,"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."}}