{"id":"W1967191491","doi":"10.1542/peds.2004-0471","title":"Does Melanoma Behave Differently in Younger Children Than in Adults? A Retrospective Study of 33 Cases of Childhood Melanoma From a Single Institution","year":2005,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Melanoma; Radiation therapy; Dissection (medical); Young adult; Retrospective cohort study; Lymph node; Surgery; Pediatrics; Internal medicine","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":[0.0001202732,0.0002092767,0.0005213344,0.0006202218,0.00002890873,0.00001009229,0.0001086032,0.0001107385,0.00006580212],"category_scores_gemma":[0.0001738151,0.000157297,0.00008796591,0.0005559879,0.00004071405,0.0001106556,0.00008819659,0.0002353173,0.000005878098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003014621,"about_ca_system_score_gemma":0.00004935754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006175488,"about_ca_topic_score_gemma":0.01499422,"domain_scores_codex":[0.998278,0.00006906701,0.0006234156,0.000390672,0.0004149085,0.00022398],"domain_scores_gemma":[0.9991868,0.000055654,0.000267631,0.0003319625,0.00008181728,0.00007617943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005228459,0.005797055,0.9864407,0.00003801312,0.00005981334,0.0001174366,0.003831194,0.00001806396,0.000149641,0.00002967194,0.00001153273,0.002984083],"study_design_scores_gemma":[0.004949315,0.001958977,0.9897277,0.00007747384,0.0002210667,0.00003622681,0.002124439,0.00005188961,0.000639446,0.00003678664,0.00001323378,0.0001634993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976293,0.0001886375,0.00001480894,0.00006729068,0.0001955309,0.001291966,0.0001074391,0.00003767831,0.000467341],"genre_scores_gemma":[0.9992427,0.0001210658,0.0001420418,0.00002491527,0.0003073867,0.0000372451,0.00004612425,0.00002087045,0.00005763181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008818728,"threshold_uncertainty_score":0.9335532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008066481977878716,"score_gpt":0.2248273496105419,"score_spread":0.2167608676326632,"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."}}