{"id":"W2605098532","doi":"10.1158/1557-3125.dnarepair16-ia11","title":"Abstract IA11: Signatures of mutational processes in human cancer","year":2017,"lang":"en","type":"article","venue":"Molecular Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; APOBEC; Biology; Genetics; DNA repair; Somatic cell; Cancer research; DNA mismatch repair; DNA; DNA damage; Colorectal cancer; Cancer cell; Mutation; Genome; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002543038,0.0002380571,0.0003294594,0.00191309,0.0003363642,0.0007046084,0.0001985468,0.0003024669,0.003398015],"category_scores_gemma":[0.0005406039,0.0001355883,0.0002680698,0.001824126,0.0002039245,0.0001864333,0.000587242,0.0003689704,0.001046066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003539629,"about_ca_system_score_gemma":0.0002271547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056152,"about_ca_topic_score_gemma":0.001479144,"domain_scores_codex":[0.9997239,0.00003677981,0.00001777106,0.00008834334,0.00007809779,0.00005520283],"domain_scores_gemma":[0.9995847,0.00008653406,0.0001394898,0.00005019424,0.00008162294,0.00005739758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001137337,0.000056533,0.2079648,0.0005314283,0.0001817334,0.0004447046,0.000403289,0.001301752,0.6964125,0.001883687,0.004950747,0.0847315],"study_design_scores_gemma":[0.00001286848,0.0002824496,0.8555371,0.000069223,0.0001654898,0.003786746,0.0003437223,0.002478932,0.1131051,0.001581098,0.02259398,0.00004330881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638905,0.005977861,0.008334062,0.0003008406,0.0000530628,0.0000620205,0.009882259,0.0005937535,0.01090563],"genre_scores_gemma":[0.9847683,0.001041826,0.003957476,0.0001119678,0.00001875211,0.00003669444,0.006051876,0.00006839952,0.003944698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003398015,"threshold_uncertainty_score":0.01136744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04622078580571803,"score_gpt":0.4176241131155222,"score_spread":0.3714033273098041,"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."}}