{"id":"W2020284420","doi":"10.1002/em.20111","title":"Mutator phenotype in cancer: Timing and perspectives","year":2005,"lang":"en","type":"review","venue":"Environmental and Molecular Mutagenesis","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Phenotype; Genetics; Mutagen; Cancer; Cancer cell; Mutation; Cell division; Gene; DNA repair; DNA; DNA replication; Cancer research; Cell","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006027045,0.000343445,0.0004925561,0.00007541273,0.00005526295,0.00002962826,0.0001020614,0.0002261535,0.00003718132],"category_scores_gemma":[0.00001003029,0.0003423574,0.0001280205,0.00003925408,0.000132862,0.000003032837,0.0002496607,0.0001069765,0.000007853682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008802942,"about_ca_system_score_gemma":0.00005965079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004194531,"about_ca_topic_score_gemma":0.00003076737,"domain_scores_codex":[0.9987813,0.00004984664,0.0002348356,0.000613553,0.00008549725,0.0002349864],"domain_scores_gemma":[0.9995605,0.00001410908,0.0000959638,0.0002173182,0.000002635225,0.0001095031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007818492,0.00006845259,0.00009153467,0.0004095364,0.0001081418,0.00003466423,0.00009944809,0.000009521815,0.004371622,0.00001887135,0.00004178618,0.9947386],"study_design_scores_gemma":[0.0003130403,0.0000786799,0.0002428399,0.0003068726,0.0003016891,0.00003801493,0.000138269,0.000005470381,0.0005034605,0.000005947793,0.997573,0.0004927085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03139239,0.9679484,0.00002430017,0.00002824288,0.00005193837,0.0003142207,0.0001585783,0.000004041885,0.00007785859],"genre_scores_gemma":[0.01254781,0.9864589,0.000258541,0.0001054493,0.0001675764,0.00009843234,0.0001650672,0.00006513415,0.0001331226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9975312,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801648320139104,"score_gpt":0.273705940647145,"score_spread":0.255689457445754,"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."}}