{"id":"W2799562727","doi":"10.1097/dss.0000000000001498","title":"Treatment for Lentigo Maligna of the Head and Neck: Survey of Practices in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Lentigo maligna; Medicine; Lentigo maligna melanoma; Head and neck; Cheek; Eyelid; Surgery; Surgical margin; Rejuvenation; Dermatology; Melanoma; Resection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004900796,0.0001754593,0.0001801302,0.0008626677,0.001641554,0.0005893169,0.0007608355,0.0002780437,0.001869373],"category_scores_gemma":[0.00185356,0.0002216946,0.0002382683,0.002329177,0.0007037917,0.0002733659,0.0004815536,0.000327913,0.0001631418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01849092,"about_ca_system_score_gemma":0.02266534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882213,"about_ca_topic_score_gemma":0.9932388,"domain_scores_codex":[0.999122,0.00005283472,0.00006874261,0.0000947412,0.0004374426,0.0002242542],"domain_scores_gemma":[0.99756,0.0001761786,0.0007884431,0.0000432477,0.0008566173,0.0005755418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002477822,0.00002812038,0.9905269,0.00009790325,0.00001931079,0.0001531724,0.00177384,0.00005561642,0.0003599517,0.00006031397,0.001451709,0.00544843],"study_design_scores_gemma":[0.000003726349,0.00002220467,0.9959403,0.00005473992,0.00000690972,0.0001095969,0.002559623,0.0001117855,0.00005524148,0.000008781897,0.001121357,0.000005775375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918855,0.001157158,0.0001032661,0.0009998955,0.00001225374,0.00008297414,0.002167169,0.00001312839,0.003578536],"genre_scores_gemma":[0.997622,0.001012515,0.0001492449,0.0001828482,0.000004316366,0.00001958631,0.0003606752,0.000002959511,0.0006459397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849092,"threshold_uncertainty_score":0.1341617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08093736707823017,"score_gpt":0.2935597849923007,"score_spread":0.2126224179140705,"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."}}