{"id":"W3216084482","doi":"10.1186/s12920-021-01121-8","title":"Mutational signatures among young-onset testicular cancers","year":2021,"lang":"en","type":"article","venue":"BMC Medical Genomics","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Wildlife Fund Canada; Alberta Health Services; Simon Fraser University; University of Calgary","funders":"Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Human genetics; Biology; Testicular cancer; Genetics; Computational biology; Bioinformatics; Oncology; Medicine; Cancer; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003202549,0.0001164747,0.0002845766,0.001134307,0.0001648015,0.0003347694,0.0002047627,0.0001455083,0.001054218],"category_scores_gemma":[0.001117997,0.00008768426,0.0002891675,0.0009584712,0.0001369704,0.0001968407,0.0002259108,0.0001351678,0.0001734513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038378,"about_ca_system_score_gemma":0.0002548152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740774,"about_ca_topic_score_gemma":0.003085044,"domain_scores_codex":[0.9998171,0.00003168809,0.0000198341,0.00005875176,0.0000380268,0.000034689],"domain_scores_gemma":[0.9988891,0.0002625032,0.0005237733,0.00007514354,0.0001195213,0.0001298293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063814,0.000006663448,0.9935582,0.00002318208,0.00003701395,0.0001593149,0.00004763762,0.0001178605,0.002368568,0.00002179595,0.00005362619,0.003499764],"study_design_scores_gemma":[0.00000224989,0.00004138278,0.9975387,0.000006078099,0.00003330296,0.0009248045,0.00006232407,0.0002923343,0.0007150606,0.00007466773,0.000306263,0.000002937044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984568,0.0005518889,0.0003261771,0.000008417985,0.000001539792,0.000005345268,0.0005092886,0.000009399623,0.0001311492],"genre_scores_gemma":[0.9988251,0.0001779337,0.0002564474,0.000005970889,0.000003166996,0.000002813807,0.0006588936,0.000004120638,0.00006554429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001740774,"threshold_uncertainty_score":0.003526747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302323311824857,"score_gpt":0.2737000608005999,"score_spread":0.2606768276823513,"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."}}