{"id":"W4415383036","doi":"10.3126/njdvl.v23i2.82687","title":"Outcomes of the Southampton Wound Grading System in Punch Biopsy Wounds","year":2025,"lang":"en","type":"article","venue":"Nepal Journal of Dermatology Venereology & Leprology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Punch Biopsy; Biopsy; Complication; Scars; Dehiscence; Incisional biopsy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835001,0.0003241428,0.0003399424,0.001385518,0.0003111007,0.0005717049,0.00028492,0.0002337903,0.001847098],"category_scores_gemma":[0.004629634,0.0001004384,0.0004729315,0.0007641591,0.0002675499,0.0005702358,0.0006488569,0.0002421125,0.0002949425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358528,"about_ca_system_score_gemma":0.000283661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159428,"about_ca_topic_score_gemma":0.001625529,"domain_scores_codex":[0.9987683,0.0003555983,0.000217994,0.0001457679,0.000390577,0.0001218036],"domain_scores_gemma":[0.9950821,0.000631301,0.002448401,0.0001959523,0.001154113,0.0004881992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008081817,0.00008229561,0.9789227,0.00006543619,0.00006090285,0.0001393166,0.0001158919,0.0001510751,0.000771603,0.00002802478,0.0002297685,0.0186248],"study_design_scores_gemma":[0.00002765049,0.001310992,0.9951459,0.00003556116,0.0000612843,0.000869975,0.0003186912,0.0006984635,0.0008769145,0.00005063209,0.0005916066,0.00001236162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970607,0.0004143712,0.0006082198,0.00003054523,0.00001819315,0.00009875085,0.0003219533,0.00001066167,0.001436559],"genre_scores_gemma":[0.9986914,0.0000929449,0.0005193547,0.00000870449,0.000004973362,0.00003051616,0.0003977466,0.000003052196,0.00025138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001847098,"threshold_uncertainty_score":0.00970453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00996852400754249,"score_gpt":0.280089004550635,"score_spread":0.2701204805430925,"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."}}