{"id":"W2465255856","doi":"10.1002/pbc.26113","title":"Cutaneous malignant melanoma in children and adolescents treated in pediatric oncology units","year":2016,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Melanoma; Histopathology; Confidence interval; Pediatric oncology; Dermatology; Pediatrics; Spitz nevus; Retrospective cohort study; Internal medicine; Pathology; Nevus; 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":[0.0001333997,0.0002396439,0.0004236971,0.0007070837,0.00003441859,0.0000112055,0.00009563408,0.0001780544,0.0001802612],"category_scores_gemma":[0.00006510669,0.0001769239,0.00004180093,0.0009888302,0.00003244654,0.00005085469,0.00008257259,0.0002055718,0.00004061736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307138,"about_ca_system_score_gemma":0.000185049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124467,"about_ca_topic_score_gemma":0.00136802,"domain_scores_codex":[0.9983531,0.0000819247,0.0004286836,0.0004395802,0.0002260735,0.0004706917],"domain_scores_gemma":[0.9993223,0.00005591878,0.0001323103,0.0002253511,0.00006252068,0.0002015994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002991969,0.000363294,0.9792196,0.0001030774,0.00003498408,0.0007453775,0.0001034666,0.000002364752,0.0001773294,0.000008593413,0.0004445208,0.01849822],"study_design_scores_gemma":[0.007617124,0.0006654295,0.9879372,0.00009372592,0.0006696669,0.001527705,0.00002873613,0.00000941808,0.0001938815,0.00001578966,0.0009609409,0.0002804091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946653,0.003153029,0.000003533551,0.0005097106,0.000231088,0.0007735164,0.00002809576,0.00007573695,0.0005600321],"genre_scores_gemma":[0.9773868,0.02050228,0.00002093716,0.0002474367,0.0007338359,0.00008401557,0.000006547772,0.00003495207,0.0009831737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01821781,"threshold_uncertainty_score":0.7214749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009342844261582266,"score_gpt":0.242636605979878,"score_spread":0.2332937617182957,"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."}}