{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816353,0.00007332648,0.0002976886,0.00005596623,0.00002951876,0.000002496892,0.00003032457,0.00003389056,0.00005624955],"category_scores_gemma":[0.0003308607,0.00004646497,0.00004452633,0.0001015772,0.00005973149,0.00001831185,0.00002047697,0.00003200142,3.385431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081582,"about_ca_system_score_gemma":0.0004800489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9460576,"about_ca_topic_score_gemma":0.9949011,"domain_scores_codex":[0.9993308,0.00007459447,0.0002604643,0.0001182301,0.00009915775,0.0001168041],"domain_scores_gemma":[0.9989096,0.0005461727,0.0002736674,0.0001684756,0.00007289879,0.00002920263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002454179,0.00009391204,0.9942148,0.00005541259,0.00005039523,0.00003445067,0.00008013095,3.722882e-7,0.00008693126,0.00001707969,0.004122358,0.0009987865],"study_design_scores_gemma":[0.0004440753,0.000100921,0.9731111,0.0000448095,0.00003272523,0.000249475,0.0001111531,0.00003661564,0.004429327,0.000009371024,0.02138619,0.00004425686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975206,0.0001094035,0.000004551084,0.0006751399,0.0003334659,0.0003373011,0.000009347974,0.000005174253,0.001005057],"genre_scores_gemma":[0.9991127,0.0000253294,0.00003888664,0.000250752,0.000007409769,0.00001659464,0.00000905977,0.000004024701,0.0005352505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0488435,"threshold_uncertainty_score":0.1894786,"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."}}