{"id":"W4408963227","doi":"10.1177/22925503251327930","title":"Surgeons Can Decrease the Pain of WALANT Local Anesthesia Injection if They Ask for Patient Feedback","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Pontificia Universidad Católica de Valparaíso","keywords":"Ask price; Anesthesia; Medicine; Local anesthesia; Business","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":[0.001386895,0.000157825,0.0003615456,0.0001853452,0.0001026386,0.00001142109,0.00006252804,0.00006778901,0.000052778],"category_scores_gemma":[0.003987658,0.0001046294,0.0002108725,0.0002248899,0.00009030785,0.00001936601,0.00001462889,0.00008796749,0.000005288777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006575006,"about_ca_system_score_gemma":0.0002743516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000643365,"about_ca_topic_score_gemma":0.00008606398,"domain_scores_codex":[0.9986683,0.0002568574,0.0003823521,0.0002075776,0.000217649,0.0002672218],"domain_scores_gemma":[0.9810033,0.01834394,0.0001255933,0.0002859761,0.0001334903,0.000107724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001754377,0.0006339264,0.8111277,0.000909397,0.0003964417,0.0001896042,0.0007093773,0.001279027,0.00006237956,0.001511151,0.1166058,0.06482089],"study_design_scores_gemma":[0.0009469087,0.0005543854,0.8689058,0.001226463,0.0007819332,0.0001428874,0.003707417,0.01875194,0.0005392681,0.0005924487,0.1034768,0.0003737143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734497,0.0001054986,0.02040456,0.004685471,0.0004165371,0.0006839068,0.000005598661,0.00006572332,0.0001829834],"genre_scores_gemma":[0.9974103,0.00002208593,0.00004215293,0.002111624,0.00004121168,0.0001197418,0.00005764353,0.00001641087,0.0001788599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06444718,"threshold_uncertainty_score":0.4773887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173372136366903,"score_gpt":0.2223557321314705,"score_spread":0.2106220107678015,"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."}}