{"id":"W3207329022","doi":"10.1016/j.chembiol.2021.10.001","title":"SUMO wrestling cancer stem cells","year":2021,"lang":"en","type":"article","venue":"Cell chemical biology","topic":"Ubiquitin and proteasome pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"SUMO protein; Stem cell; Cancer cell; Cancer stem cell; Cell biology; Biology; Cell; Cancer; Cancer research; Posttranslational modification; Enzyme; Computational biology; Genetics; Biochemistry; Gene; Ubiquitin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007465214,0.0001538782,0.0001704707,0.00001321269,0.00004206374,0.00001230091,0.0001824078,0.0003192116,0.0002211159],"category_scores_gemma":[0.0000160625,0.0001467559,0.0001045267,0.00007215333,0.0001199468,0.000001183589,0.0001993948,0.0001460002,0.00006601254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634461,"about_ca_system_score_gemma":0.0001162311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009474254,"about_ca_topic_score_gemma":0.000005047876,"domain_scores_codex":[0.998907,0.0000660376,0.0001771865,0.0004653625,0.00004672358,0.0003376885],"domain_scores_gemma":[0.9994311,0.00002075955,0.00005327575,0.0002972636,0.00008183123,0.0001158009],"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":[0.00002268681,0.00004398174,0.0007605247,0.00002701614,0.00001785386,0.000007497146,0.00001390273,0.000003121847,0.9948095,0.0001167298,0.001489883,0.002687306],"study_design_scores_gemma":[0.0002824886,0.00003986577,0.000007498231,0.000006720753,0.000009835956,0.000008266175,0.00002234609,0.000009417727,0.886488,0.0001320188,0.1128192,0.0001743491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870695,0.005790318,0.0002138069,0.0001879927,0.0003291705,0.0000841873,0.00005831939,0.00002302876,0.006243669],"genre_scores_gemma":[0.9956099,0.0006129285,0.0005408716,0.0007872144,0.0005057425,0.00003674064,0.0001480525,0.00002239063,0.001736128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1113293,"threshold_uncertainty_score":0.5984533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807558047042988,"score_gpt":0.2534438943592792,"score_spread":0.2353683138888493,"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."}}