{"id":"W2025430321","doi":"10.1002/jso.20284","title":"The perimeter technique for lentigo maligna: an alternative to Mohs micrographic surgery","year":2005,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Lentigo maligna; Perimeter; Mohs surgery; Surgery; Lentigo maligna melanoma; Melanoma","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":[0.0002597589,0.0003393193,0.0002656023,0.0005726333,0.0002027684,0.0002064311,0.0002473328,0.0002539956,0.002194586],"category_scores_gemma":[0.0005823983,0.0001476156,0.0003559873,0.000233494,0.0003884098,0.0004488142,0.0004357481,0.0003410914,0.0003399758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009654598,"about_ca_system_score_gemma":0.0001710731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001233149,"about_ca_topic_score_gemma":0.0003163301,"domain_scores_codex":[0.9998688,0.00003704234,0.000008447352,0.00002640172,0.00003685681,0.00002247319],"domain_scores_gemma":[0.9998254,0.00005602257,0.00004378656,0.00003877022,0.000008863085,0.00002726193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00196648,0.0004898902,0.07935223,0.0006442827,0.0001718999,0.01933335,0.0004137231,0.00128048,0.1527048,0.0007778867,0.002661136,0.7402039],"study_design_scores_gemma":[0.001139233,0.01744069,0.2629633,0.0001667204,0.0002448253,0.6605404,0.0003055134,0.005037214,0.03318125,0.001555066,0.01731539,0.000110316],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773057,0.004003135,0.01315362,0.000237763,0.00006902753,0.00006258824,0.00004834411,0.0003081865,0.004811634],"genre_scores_gemma":[0.9803711,0.001213437,0.01677851,0.000152122,0.0001235114,0.00002553746,0.00005575171,0.00003223912,0.001247761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002194586,"threshold_uncertainty_score":0.007341623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095445879753375,"score_gpt":0.3681275974118025,"score_spread":0.3271731386142687,"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."}}