{"id":"W2087444534","doi":"","title":"Next Generation Sequencing in Differential Diagnosis of Childhood Melanoma From Spitz Nevus: A Case Report","year":2014,"lang":"en","type":"article","venue":"International Journal of Clinical Pediatrics","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CDKN2A; PTEN; Melanoma; Medicine; Comparative genomic hybridization; Copy-number variation; Differential diagnosis; Cancer research; Spitz nevus; Pathology; Nevus; Gene; Cancer; Biology; Internal medicine; Genetics; Genome; PI3K/AKT/mTOR pathway","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009459178,0.0001135477,0.0004764642,0.0003491793,0.00001844994,0.00003558173,0.0001536695,0.0001286047,0.0002179417],"category_scores_gemma":[0.003565951,0.00009765874,0.0003215169,0.0001237276,0.00003196716,0.0001269416,0.0000647608,0.000403264,0.000006564345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504851,"about_ca_system_score_gemma":0.0002046265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003414922,"about_ca_topic_score_gemma":0.0001408626,"domain_scores_codex":[0.9968831,0.0001298948,0.002028961,0.0001886289,0.0006623243,0.0001071135],"domain_scores_gemma":[0.9973055,0.000609118,0.001263467,0.0001686448,0.0005021438,0.000151134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007626387,0.001516635,0.7750469,0.00003638504,0.0005496569,0.08967083,0.000367777,0.0004772087,0.0006786685,0.0001868255,0.002960967,0.1277455],"study_design_scores_gemma":[0.02590645,0.005648979,0.7525913,0.0005532778,0.002374149,0.1501605,0.0009870095,0.03617152,0.003572803,0.002429126,0.01869332,0.0009115169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907342,0.00009823828,0.0044724,0.000754599,0.003420917,0.0001214549,0.000008800555,0.000008869169,0.0003805632],"genre_scores_gemma":[0.9903083,0.0004617803,0.001777716,0.0003364807,0.007018661,0.000002963354,0.00002074437,0.00001330945,0.00006006753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.126834,"threshold_uncertainty_score":0.4269034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07652263640410152,"score_gpt":0.3565161149214554,"score_spread":0.2799934785173538,"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."}}