{"id":"W2530217932","doi":"10.1038/modpathol.2016.179","title":"Identification of recurrent mutational events in anorectal melanoma","year":2016,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of British Columbia","funders":"","keywords":"Neuroblastoma RAS viral oncogene homolog; Melanoma; HRAS; Mutation; Gene duplication; Cancer research; Exon; Medicine; Targeted therapy; Biology; Gene; Cancer; Genetics; KRAS","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":[0.0004908712,0.0001725039,0.000215269,0.002014695,0.0003737914,0.0006498438,0.0003024522,0.0004266957,0.001949753],"category_scores_gemma":[0.001713438,0.0001797054,0.0002484112,0.0006938957,0.0002729922,0.0003599421,0.0003365741,0.0002676627,0.0003303186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254871,"about_ca_system_score_gemma":0.0001898173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049278,"about_ca_topic_score_gemma":0.001916746,"domain_scores_codex":[0.9996243,0.00006190332,0.00004035012,0.00006632123,0.0001238017,0.00008331821],"domain_scores_gemma":[0.9991676,0.0001954548,0.0002904535,0.0001066497,0.0001322834,0.0001075514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004789153,0.00008059367,0.909278,0.00005098942,0.00005496923,0.005214209,0.0003693545,0.0002308256,0.05572318,0.0001697555,0.0002106107,0.02813859],"study_design_scores_gemma":[0.000008692539,0.0003383681,0.9603143,0.00002704447,0.0001131165,0.02354469,0.0004571922,0.001368318,0.01185627,0.0001615142,0.001800602,0.000009701982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980825,0.000496988,0.0002435052,0.00002305653,0.000005686259,0.000007662899,0.00007029502,0.00001767533,0.001052611],"genre_scores_gemma":[0.9990922,0.0001578647,0.000389078,0.00001139467,0.000007654677,0.000003588647,0.00007524157,0.000007113352,0.0002558734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002014695,"threshold_uncertainty_score":0.006522596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454579641046705,"score_gpt":0.2679107364845423,"score_spread":0.2533649400740752,"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."}}