{"id":"W4417297490","doi":"10.1177/22925503251392574","title":"The Use of Upper Extremity Tourniquets in Hand Surgery—Does Tourniquet Location Make a Difference? A Scoping Review","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto; McMaster University","funders":"","keywords":"Tourniquet; Forearm; Upper limb; Hand surgery; Wrist","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":[0.0172589,0.001309691,0.006377908,0.01908479,0.0009122082,0.004049422,0.002512654,0.00316082,0.004455193],"category_scores_gemma":[0.07927758,0.001434483,0.007002639,0.02102411,0.001607002,0.004356122,0.001738091,0.00151819,0.0005726997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004069962,"about_ca_system_score_gemma":0.01211192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009479675,"about_ca_topic_score_gemma":0.01783062,"domain_scores_codex":[0.9826092,0.004652614,0.00861246,0.001106725,0.002673571,0.0003456055],"domain_scores_gemma":[0.8931015,0.08102363,0.01781687,0.001037592,0.006573288,0.0004472025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001297392,0.00001612198,0.00104026,0.939345,0.003090664,0.0001391416,0.0003828439,0.00008688613,0.000149412,0.000309076,0.002041599,0.05326924],"study_design_scores_gemma":[0.00004893202,0.00007464501,0.002425911,0.9716282,0.0121438,0.0002583273,0.0003732094,0.000037248,0.0001042165,0.0001963362,0.01268983,0.000019211],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006031116,0.998164,0.0001138364,0.0003667046,0.0001340197,0.0001470962,0.0001697464,0.000003956204,0.0002975752],"genre_scores_gemma":[0.006999638,0.9913754,0.0003731713,0.0005424861,0.0001267855,0.0003063404,0.0001735703,0.000005099345,0.00009761078],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01908479,"threshold_uncertainty_score":0.09127486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05499337747499491,"score_gpt":0.2928305753217146,"score_spread":0.2378371978467197,"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."}}