{"id":"W4408845985","doi":"10.1097/sap.0000000000004342","title":"A Comparison of 3 Minimally Invasive Surgeries for Treating Axillary Osmidrosis","year":2025,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Sympathectomy and Hyperhidrosis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Liposuction; Surgery; Curettage; Endoscope; Trimming; Suction; Complication; Patient satisfaction; Endoscopy; Plastic surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002833141,0.0001798233,0.001072151,0.0003765995,0.00006412837,0.000007556753,0.00005575803,0.0001056783,0.00004313037],"category_scores_gemma":[0.004814784,0.000155894,0.0005255616,0.0003230425,0.0001268305,0.0000676547,0.00002830232,0.00005421861,0.000002606523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370917,"about_ca_system_score_gemma":0.000369013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004766841,"about_ca_topic_score_gemma":0.00001149168,"domain_scores_codex":[0.9985539,0.00004288712,0.000721634,0.0002232703,0.0001978661,0.0002603912],"domain_scores_gemma":[0.986211,0.01283239,0.0003180025,0.0002136667,0.0003532263,0.00007173871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001091515,0.0007757115,0.9747916,0.000864161,0.0007409742,0.000007368054,0.0002850046,0.000007881985,0.009614951,0.0001102422,0.008352904,0.003357659],"study_design_scores_gemma":[0.0008208646,0.0004123373,0.6667429,0.002008579,0.0004543308,0.000002891148,0.0006827211,0.0001139221,0.3276681,0.000112623,0.0008404765,0.0001402761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966404,0.00180414,0.00006506486,0.0001795047,0.000342404,0.0002435275,0.00009418486,0.00002666434,0.0006040955],"genre_scores_gemma":[0.9990073,0.00024635,0.0002215244,0.0001466649,0.00003730948,0.00006261787,0.0000797328,0.00001562045,0.0001828941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3180532,"threshold_uncertainty_score":0.6357173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102985791634607,"score_gpt":0.3771169543839063,"score_spread":0.2741311627492993,"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."}}