{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559711,0.00007418059,0.0002738815,0.0001293859,0.00001393902,0.000003164734,0.0000315571,0.00005900741,0.00002794333],"category_scores_gemma":[0.00002801705,0.00007061029,0.00002254188,0.00004290574,0.00007350282,0.00001378457,0.00003948588,0.00009347752,0.000005869031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001396085,"about_ca_system_score_gemma":0.000007459133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003150995,"about_ca_topic_score_gemma":0.00004202053,"domain_scores_codex":[0.9993739,0.000068031,0.0001920089,0.0001547065,0.00008136312,0.0001300558],"domain_scores_gemma":[0.9997125,0.00002324096,0.00004703783,0.000157562,0.00002034073,0.00003936941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000649327,0.0006463056,0.6084325,0.0005946236,0.0000874672,0.001597194,0.007685588,0.0005747495,0.264862,0.02415171,0.0002322038,0.09048634],"study_design_scores_gemma":[0.01112043,0.006416656,0.7068368,0.0002277957,0.0004060025,0.007041591,0.002334745,0.1059946,0.1174795,0.01955212,0.02169584,0.0008940001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766736,0.0002808537,0.0144002,0.000266561,0.00006721707,0.0001202952,9.843861e-7,0.00002273655,0.008167535],"genre_scores_gemma":[0.998548,0.00001043748,0.0007816564,0.0002563653,0.00001633097,0.000007946923,0.000003828864,0.000008372172,0.0003670076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473826,"threshold_uncertainty_score":0.2879404,"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."}}