{"id":"W3118239671","doi":"","title":"An analysis of mutational signatures in breast cancer among young women","year":2018,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breast cancer; Medicine; Oncology; Cancer; Disease; Incidence (geometry); Exome; Young adult; Internal medicine; Population; Exome sequencing; Genetics; Mutation; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004695425,0.0001170019,0.0003003041,0.001425109,0.0002262035,0.0003055804,0.000142907,0.0001781184,0.001185877],"category_scores_gemma":[0.001915115,0.00009891626,0.0003448668,0.0009965826,0.0001041632,0.0001074276,0.0002964428,0.0001286768,0.0002961536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687382,"about_ca_system_score_gemma":0.0002038188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002586877,"about_ca_topic_score_gemma":0.003675655,"domain_scores_codex":[0.9997421,0.00004094427,0.00002631196,0.00007988414,0.00006895841,0.00004174111],"domain_scores_gemma":[0.9990631,0.0003425341,0.0002975934,0.00005134487,0.0001351245,0.0001102207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002781721,0.00001856084,0.9826857,0.00004581262,0.00008126814,0.0002235982,0.0001385647,0.0001646081,0.003702351,0.00004304071,0.0003943933,0.01222392],"study_design_scores_gemma":[0.000006705166,0.0000780719,0.9958703,0.00001233702,0.00007909357,0.000844175,0.0001483411,0.0007786983,0.0008433201,0.00008424631,0.001250189,0.000004529882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961146,0.0005686188,0.0005165052,0.00002620722,0.000005168732,0.00002132809,0.002298313,0.0000246416,0.0004245644],"genre_scores_gemma":[0.9959157,0.0002563367,0.001063507,0.00003237936,0.000008162352,0.0000304222,0.002406669,0.00001096897,0.0002759342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002586877,"threshold_uncertainty_score":0.005143702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003729986802541406,"score_gpt":0.2444593973291041,"score_spread":0.2407294105265627,"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."}}