{"id":"W4389118705","doi":"10.1016/j.jaad.2023.10.067","title":"Risk factors and outcomes of melanoma in children and adolescents: A retrospective multicenter study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Retrospective cohort study; Melanoma; Sentinel lymph node; Pediatrics; Referral; Mucosal melanoma; Cohort study; Surgery; Internal medicine; Cancer; Family medicine; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001411501,0.00009706464,0.000644437,0.0003312553,0.00002333062,0.000002534121,0.00009934542,0.00003344363,0.000002867816],"category_scores_gemma":[0.000169947,0.00005817936,0.00008354166,0.0002747616,0.0002414101,0.00003097486,0.0001108419,0.0003334228,5.240434e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002772092,"about_ca_system_score_gemma":0.000009164055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214316,"about_ca_topic_score_gemma":0.000009689353,"domain_scores_codex":[0.9989842,0.0001627138,0.000451129,0.0001012572,0.0001822027,0.000118509],"domain_scores_gemma":[0.9989272,0.00006923695,0.0008503597,0.00007405837,0.00002514451,0.00005395992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002290614,0.0001641066,0.9975691,0.00001583769,0.000343079,0.00002071383,0.000682616,0.000001955137,0.000281094,0.000004330563,0.00009944092,0.0005886047],"study_design_scores_gemma":[0.001903109,0.000326924,0.9940429,0.00004469006,0.0002022521,0.0007375643,0.002168173,0.0000323176,0.000449285,0.00003060494,0.00001899506,0.00004323116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977834,0.00005652977,0.000002969506,0.001790604,0.00004792207,0.0002979552,0.000005714812,0.00000578437,0.000009073531],"genre_scores_gemma":[0.9995003,0.0002760958,0.00003182241,0.0001577564,0.00001051587,9.193071e-7,1.230763e-7,0.000007897537,0.0000145827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003526307,"threshold_uncertainty_score":0.2372486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008519171030876611,"score_gpt":0.2849518312130803,"score_spread":0.2764326601822037,"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."}}