{"id":"W1991635780","doi":"10.1038/modpathol.2013.211","title":"Comparison of molecular abnormalities in vulvar and vaginal melanomas","year":2014,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vulva; Neuroblastoma RAS viral oncogene homolog; Vagina; Pathology; Pagetoid; HRAS; Biology; CD117; Melanoma; Fluorescence in situ hybridization; Mucosal melanoma; Mutation; Immunohistochemistry; Medicine; Cancer research; Gene; Anatomy; KRAS; CD34; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008149228,0.0002104307,0.0002391158,0.004040529,0.0003097963,0.001043855,0.0003806461,0.0004206933,0.003044807],"category_scores_gemma":[0.003393103,0.0001724525,0.0003290717,0.0009671228,0.0003144703,0.0005382895,0.000511128,0.0003216766,0.0004119164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003206417,"about_ca_system_score_gemma":0.0001578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000795061,"about_ca_topic_score_gemma":0.001000573,"domain_scores_codex":[0.9994237,0.00009805071,0.00007615972,0.0001050181,0.0001653182,0.0001317675],"domain_scores_gemma":[0.9985808,0.000569249,0.0003653485,0.00008677805,0.0002192653,0.000178609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002127029,0.00006875322,0.9151667,0.000107743,0.0001541996,0.001590415,0.0002381539,0.0002286881,0.04907526,0.0003278691,0.0002182657,0.03069699],"study_design_scores_gemma":[0.00001201935,0.0001838418,0.9864288,0.00002576774,0.00008391766,0.005489376,0.0004316258,0.0004224882,0.005542003,0.0001703794,0.001203167,0.000006549531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951114,0.001923726,0.0003681878,0.00006910574,0.00002503333,0.000009098061,0.0002290829,0.00001746833,0.002246851],"genre_scores_gemma":[0.9983986,0.0005797017,0.0003600229,0.00002245725,0.00001560396,0.000005813016,0.0002533585,0.000009003779,0.0003553584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004040529,"threshold_uncertainty_score":0.0101859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593711822445865,"score_gpt":0.284316694683004,"score_spread":0.2683795764585454,"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."}}