{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009761543,0.0004411658,0.001470113,0.0001561137,0.0002678534,0.00003211396,0.0001307147,0.0003565259,0.000100314],"category_scores_gemma":[0.00001718904,0.0003131357,0.0001663348,0.000033028,0.00009377595,0.00001602221,0.0001051522,0.0002162464,0.0006228264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002713811,"about_ca_system_score_gemma":0.0007282785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006055508,"about_ca_topic_score_gemma":0.00001469188,"domain_scores_codex":[0.99857,0.00005120083,0.000398667,0.0004629778,0.0002146477,0.0003024911],"domain_scores_gemma":[0.9990852,0.00006873425,0.0002273398,0.0004393508,0.0000316446,0.0001477346],"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":[0.00002836798,0.00008792063,0.0002347426,0.002025383,0.0007836649,0.002361769,0.0001039992,9.253823e-9,7.59668e-8,0.00007039405,0.0002659221,0.9940377],"study_design_scores_gemma":[0.0004197945,0.0002762641,0.0003384362,0.004263763,0.0008368584,0.002243241,0.0000146169,5.363609e-8,0.00002057688,0.0000493157,0.9912658,0.0002712892],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004931784,0.9853185,0.000002269185,0.00006389416,0.0004470618,0.0007714111,0.00001142075,0.00003984598,0.0128524],"genre_scores_gemma":[0.0001311444,0.9896842,0.001532978,0.00004282068,0.0002177349,0.0001242044,0.000144332,0.00004729723,0.008075252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9937665,"threshold_uncertainty_score":0.9999321,"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."}}