{"id":"W4207032758","doi":"10.1177/2292550320925911","title":"Peri-Operative Outcomes Comparison of General Anaesthesia and Brachial Plexus Block for Open Reduction Internal Fixation of Metacarpal Fractures","year":2022,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Brachial plexus block; General anaesthesia; Internal fixation; Anesthesia; Brachial plexus; Surgery; American society of anesthesiologists; Perioperative","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":[],"consensus_categories":[],"category_scores_codex":[0.0004384796,0.0001060474,0.000511814,0.0001483049,0.00009629321,0.00001446494,0.00007521117,0.00002727013,0.0001081899],"category_scores_gemma":[0.0004195938,0.00008881669,0.0001006581,0.00008164457,0.00005442392,0.00006248053,0.00006061385,0.00009043056,3.260526e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003063715,"about_ca_system_score_gemma":0.00006285797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583078,"about_ca_topic_score_gemma":0.000006574056,"domain_scores_codex":[0.9989972,0.0001282243,0.0003729489,0.0001713717,0.0002225026,0.0001077258],"domain_scores_gemma":[0.9982996,0.001249758,0.000252771,0.0001030628,0.00005394132,0.00004088442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001341934,0.0002729329,0.9847692,0.00009499081,0.0002464892,0.000007564922,0.001034274,0.002179828,0.001049162,0.0003028021,0.0048422,0.00385861],"study_design_scores_gemma":[0.0008984703,0.0005825389,0.9807201,0.00004024229,0.0002891897,0.00003936779,0.00148993,0.008430498,0.002246639,0.00003977597,0.00509977,0.0001234662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982532,0.0001458085,0.0005703058,0.0002674676,0.0003200129,0.0003706158,0.000008922664,0.000008737725,0.00005490903],"genre_scores_gemma":[0.9985978,0.000006116082,0.0007920508,0.0001145897,0.00006909399,0.00007780566,0.00006703375,0.00001208511,0.0002634501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00625067,"threshold_uncertainty_score":0.362184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156981324613845,"score_gpt":0.3361020270210526,"score_spread":0.2945322137749142,"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."}}