{"id":"W3154726120","doi":"10.17863/cam.57292","title":"Sex differences in oncogenic mutational processes","year":2020,"lang":"en","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Cancer Institute; Ontario Institute for Cancer Research; National Institutes of Health; Cancer Research UK; Government of Ontario; Canadian Institutes of Health Research; Genome Canada","keywords":"Genetics; Biology; Computational biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007965523,0.0001679648,0.0002387604,0.0007708506,0.0003023089,0.0007508161,0.0002200671,0.0002304667,0.004737019],"category_scores_gemma":[0.001698205,0.0001204682,0.0003015153,0.000391176,0.000348012,0.0003103349,0.0004717721,0.0003027823,0.0004930837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450667,"about_ca_system_score_gemma":0.0001944344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006220669,"about_ca_topic_score_gemma":0.001130407,"domain_scores_codex":[0.9993134,0.0001655265,0.00004714487,0.0002563695,0.000119509,0.0000980553],"domain_scores_gemma":[0.9991252,0.0002894275,0.0002376048,0.0001488808,0.0001225581,0.00007634825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009316196,0.00006550809,0.7605178,0.0001895984,0.0004622298,0.0007606168,0.001064501,0.0004396747,0.1546863,0.007787363,0.00133034,0.07176434],"study_design_scores_gemma":[0.00001443825,0.0001575537,0.9667543,0.00003507775,0.0001069285,0.002324414,0.0003463551,0.0005175464,0.018621,0.003130246,0.00797,0.00002232069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798783,0.004501232,0.00341767,0.0003804423,0.00006067022,0.00001971216,0.002203378,0.00005316136,0.009485542],"genre_scores_gemma":[0.9960607,0.0008937288,0.0005949744,0.0001361012,0.000016957,0.00001087288,0.0005763002,0.00003300739,0.001677344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004737019,"threshold_uncertainty_score":0.01584691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05787230282680485,"score_gpt":0.2816291359001227,"score_spread":0.2237568330733178,"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."}}