{"id":"W2614902590","doi":"10.1101/gad.296962.117","title":"Focus on cutaneous and uveal melanoma specificities","year":2017,"lang":"en","type":"review","venue":"Genes & Development","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer; Fondation ARC pour la Recherche sur le Cancer; University of Bath; Ligue Contre le Cancer; University of Pennsylvania","keywords":"Biology; Melanoma; Embryonic stem cell; Identification (biology); Signalling pathways; Cancer research; Scope (computer science); Gene; Computational biology; Bioinformatics; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003128532,0.0006397113,0.0008709631,0.00215024,0.0002892246,0.0009434822,0.0004867549,0.000922102,0.007825087],"category_scores_gemma":[0.0005033771,0.0002113116,0.0005225325,0.001324675,0.000523332,0.001255935,0.0007183271,0.001838289,0.00309235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005053754,"about_ca_system_score_gemma":0.0007956416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019048,"about_ca_topic_score_gemma":0.002023143,"domain_scores_codex":[0.9998268,0.00003099729,0.00002492908,0.0000413253,0.00004937662,0.00002655408],"domain_scores_gemma":[0.9997546,0.0001106782,0.0000353531,0.000008949609,0.0000610168,0.00002939959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009548802,0.00006942906,0.0004156827,0.01888974,0.00008665559,0.0007207827,0.000180755,0.0002709849,0.007710436,0.009847409,0.03181919,0.9298935],"study_design_scores_gemma":[0.00000797118,0.00006231358,0.0007623787,0.002781268,0.00005794152,0.003927072,0.00006579468,0.00003029395,0.001076623,0.001293317,0.9899246,0.00001038277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003620827,0.9934342,0.0002059657,0.000374927,0.0002789331,0.000008040621,0.00003000882,0.00001019346,0.005295605],"genre_scores_gemma":[0.003540429,0.9917951,0.0002813728,0.0006607979,0.0003444179,0.00001088013,0.00007063246,0.00000522205,0.003291107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007825087,"threshold_uncertainty_score":0.02617747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09534157995674881,"score_gpt":0.3575655732398869,"score_spread":0.2622239932831381,"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."}}