{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006953083,0.000369376,0.0004851195,0.0007871399,0.0002822719,0.0002895046,0.0002633814,0.0003112523,0.002164087],"category_scores_gemma":[0.002107346,0.0001208339,0.001146442,0.0003533183,0.0002562301,0.0004142934,0.0003494059,0.0003829532,0.0001667706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143686,"about_ca_system_score_gemma":0.0004556902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001958126,"about_ca_topic_score_gemma":0.0006355782,"domain_scores_codex":[0.9993021,0.0001758826,0.000100906,0.00006672333,0.0002898207,0.00006448779],"domain_scores_gemma":[0.9982719,0.0008590205,0.0004108208,0.00006590602,0.0001261598,0.0002662139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04069066,0.005255901,0.1855074,0.003957609,0.002079289,0.001711542,0.00074196,0.002571601,0.01817915,0.0006669459,0.001363805,0.7372742],"study_design_scores_gemma":[0.00619393,0.1435043,0.8096445,0.0009661157,0.003164266,0.01386293,0.002139763,0.004230015,0.007767176,0.0007742962,0.007599745,0.0001529855],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859728,0.01028093,0.001511105,0.00009219094,0.00007835747,0.0001593217,0.0001295399,0.00002341423,0.001752239],"genre_scores_gemma":[0.9919813,0.004712331,0.002379268,0.00008045468,0.0001011832,0.0002538065,0.0002186768,0.00000479846,0.000268038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002164087,"threshold_uncertainty_score":0.00723964,"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."}}