{"id":"W2900591157","doi":"10.1016/j.hcl.2018.10.001","title":"How the Wide Awake Tourniquet-Free Approach Is Changing Hand Surgery in Most Countries of the World","year":2018,"lang":"en","type":"editorial","venue":"Hand Clinics","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Saint John Regional Hospital","funders":"","keywords":"Medicine; Tourniquet; Hand surgery; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004296722,0.0003214566,0.0009451199,0.0003234608,0.0003075106,0.0001273483,0.0003357604,0.0007232259,0.00005872214],"category_scores_gemma":[0.0126694,0.000173913,0.0004488713,0.0008308312,0.001085743,0.00009595951,0.0001836953,0.001096286,0.000003813253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006960538,"about_ca_system_score_gemma":0.001185045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003467118,"about_ca_topic_score_gemma":0.0003022402,"domain_scores_codex":[0.9969614,0.0003250024,0.0008481816,0.0004369542,0.001024604,0.000403902],"domain_scores_gemma":[0.9848579,0.01255847,0.0007287499,0.001234696,0.0005422953,0.00007786299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002161103,0.0001314049,0.0263034,0.0006543628,0.0001021647,0.000005046728,0.001742751,7.067873e-7,0.000005149096,0.00001563895,0.9690202,0.001803019],"study_design_scores_gemma":[0.0007361926,0.0000761753,0.001961348,0.001526699,0.0002375859,0.000002621098,0.0007444181,0.00003321902,0.000330303,0.0001454621,0.9940091,0.0001968828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.09788438,0.003259837,0.0001197699,0.009937401,0.8854275,0.001368204,0.0003791517,0.0000383257,0.001585396],"genre_scores_gemma":[0.01869904,0.002977628,0.0002001163,0.001833984,0.8741425,0.0001752013,0.0004587086,0.0001530984,0.1013597],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09977434,"threshold_uncertainty_score":0.9956473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164976600625019,"score_gpt":0.2838430231721056,"score_spread":0.2621932571658555,"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."}}