{"id":"W4390197378","doi":"10.30683/1927-7229.2023.12.11","title":"Marjolins Ulcer: Clinicopathological Profile and Treatment Patterns","year":2023,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adjuvant radiotherapy; Scars; Radiation therapy; Basal cell; Retrospective cohort study; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001898865,0.0001243939,0.0001590765,0.0008421419,0.0003614024,0.0003322861,0.0001430603,0.0002545687,0.001520246],"category_scores_gemma":[0.0005998831,0.0001157698,0.0001484688,0.0007499705,0.0001953578,0.0003062685,0.0002184632,0.0001695312,0.0002621138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702121,"about_ca_system_score_gemma":0.0001793808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000743671,"about_ca_topic_score_gemma":0.001036707,"domain_scores_codex":[0.9998502,0.00003053794,0.00002306096,0.00003378481,0.00002816857,0.00003433823],"domain_scores_gemma":[0.999649,0.00004217685,0.0001998515,0.00001525803,0.00003670404,0.00005698973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053333,0.00002984298,0.990993,0.00003386604,0.00001079177,0.002660767,0.00008370334,0.0000286237,0.0008763665,0.00003220782,0.0001563479,0.00498918],"study_design_scores_gemma":[0.000006022211,0.000169432,0.9661524,0.00003097216,0.00001440762,0.03151822,0.0005046017,0.0001339355,0.0002371442,0.00006456507,0.00116265,0.000005600004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972439,0.001671982,0.00008012719,0.00007359443,0.000005852714,0.00001213062,0.000108644,0.000003904128,0.0007998953],"genre_scores_gemma":[0.9989094,0.000499547,0.0001171886,0.00002220697,0.0000161891,0.000008162719,0.0001805899,0.000001297827,0.0002454226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001520246,"threshold_uncertainty_score":0.005085707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07994830454883894,"score_gpt":0.4121501495662721,"score_spread":0.3322018450174332,"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."}}