{"id":"W3172353652","doi":"","title":"Wide-awake Local Anesthesia No Tourniquet (WALANT) Hand Surgery","year":2021,"lang":"ceb","type":"article","venue":"StatPearls","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourniquet; Medicine; Sedation; Local anesthesia; Anesthesia; Ambulatory; Surgery; Anesthetic; Regional anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001308537,0.0003935784,0.0004718011,0.0009048195,0.0006266458,0.001202206,0.0006154607,0.0006600447,0.004883269],"category_scores_gemma":[0.002399749,0.0001670319,0.0007531001,0.0005398096,0.001002758,0.0009867037,0.001148895,0.001589393,0.001809725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854424,"about_ca_system_score_gemma":0.001550125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070782,"about_ca_topic_score_gemma":0.004716231,"domain_scores_codex":[0.9985092,0.0002348694,0.0001277541,0.0001776999,0.0007268091,0.0002236749],"domain_scores_gemma":[0.9984193,0.0003258111,0.0003796098,0.0001001136,0.0004557243,0.0003195386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001001547,0.000648441,0.007480687,0.001493949,0.0001511933,0.002082735,0.0003510686,0.0005389008,0.02309826,0.01145415,0.03681749,0.9148816],"study_design_scores_gemma":[0.0008681043,0.01245,0.09406009,0.002734848,0.0003780406,0.04616455,0.0007354189,0.002722444,0.0369754,0.01009711,0.7924458,0.00036815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2737753,0.1994943,0.1572195,0.0184722,0.0112326,0.001424614,0.001280661,0.003995089,0.3331058],"genre_scores_gemma":[0.7572545,0.06872928,0.06473202,0.01557506,0.00400514,0.0007225093,0.001565521,0.000497437,0.08691848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.004883269,"threshold_uncertainty_score":0.01633614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514636563371937,"score_gpt":0.2565453590428277,"score_spread":0.2413989934091083,"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."}}