{"id":"W2028710709","doi":"10.1097/01.prs.0000279324.35616.72","title":"Immediate, Optimal Reconstruction of Facial Lentigo Maligna and Melanoma following Total Peripheral Margin Control","year":2007,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lentigo maligna; Lentigo maligna melanoma; Biopsy; Surgery; Melanoma; Radiology","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":[0.0003135241,0.0002664154,0.0001601133,0.0003269503,0.0001823423,0.0002160403,0.0001960246,0.0001744149,0.001446024],"category_scores_gemma":[0.0006923737,0.0001408723,0.0001686981,0.0001218439,0.0002956069,0.0002186086,0.0003587414,0.000222089,0.0001901822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009929683,"about_ca_system_score_gemma":0.0002123924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715675,"about_ca_topic_score_gemma":0.0003437562,"domain_scores_codex":[0.9998748,0.00002097417,0.0000119296,0.000028018,0.00003550583,0.00002870809],"domain_scores_gemma":[0.9998006,0.00005596116,0.00005347934,0.00003183275,0.00001546582,0.0000425463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0082118,0.001340798,0.2008417,0.0006097545,0.0001892641,0.021686,0.00062184,0.006271679,0.2937478,0.000513433,0.001247416,0.4647184],"study_design_scores_gemma":[0.0006208334,0.02355336,0.5934289,0.0001078125,0.0001824104,0.254464,0.0006184938,0.01237814,0.1089954,0.000744869,0.004837949,0.00006784865],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950898,0.0004040045,0.003516909,0.00001708415,0.00000843473,0.00003072761,0.00001048709,0.0000376863,0.0008848556],"genre_scores_gemma":[0.9971296,0.0001305011,0.002452191,0.0000189726,0.00001247492,0.000008655411,0.00001883803,0.000004533816,0.0002242504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001446024,"threshold_uncertainty_score":0.004837453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008942498834509848,"score_gpt":0.2196567159111678,"score_spread":0.2107142170766579,"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."}}