{"id":"W2507865108","doi":"10.1158/1078-0432.ccr-16-0594","title":"Survival of Del17p CLL Depends on Genomic Complexity and Somatic Mutation","year":2016,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Cancer Institute; Broad Institute; National Human Genome Research Institute; Leukemia and Lymphoma Society; American Cancer Society","keywords":"Somatic cell; Chronic lymphocytic leukemia; Mutation; Somatic evolution in cancer; Biology; Germline mutation; Genetics; Survival analysis; Cancer research; Cancer; Oncology; Leukemia; Internal medicine; Medicine; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144542,0.0002379377,0.0001975804,0.0004698546,0.0001770455,0.0003258994,0.0001129206,0.0002249629,0.001565082],"category_scores_gemma":[0.001048298,0.0000969974,0.0001521044,0.0002672852,0.0003021012,0.0002714332,0.0003218048,0.0002532141,0.0002419014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389462,"about_ca_system_score_gemma":0.0001748183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002728327,"about_ca_topic_score_gemma":0.0003979281,"domain_scores_codex":[0.99984,0.00002945116,0.00001324675,0.00003809407,0.00003886845,0.00004028649],"domain_scores_gemma":[0.9991491,0.0003087125,0.0003218213,0.00004007765,0.00004304324,0.0001373438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007656335,0.0000343528,0.9516727,0.00002857872,0.00004248988,0.0005030894,0.00006746784,0.0004042915,0.03728415,0.00007480256,0.0001232893,0.008999117],"study_design_scores_gemma":[0.00001197206,0.0002727663,0.9916549,0.00001369202,0.00003879733,0.003073081,0.00006651282,0.0007739202,0.003525113,0.0002004168,0.0003618491,0.000006910804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992342,0.0003070838,0.0001235348,0.00002323425,0.000001553498,0.000003131342,0.00009415284,0.000006140449,0.0002070481],"genre_scores_gemma":[0.999552,0.0001177836,0.00006540751,0.000008528687,0.000004230558,0.000004999213,0.0001792871,0.000002190525,0.00006554845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001565082,"threshold_uncertainty_score":0.005235672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4539262932810684,"score_gpt":0.5684538915852584,"score_spread":0.11452759830419,"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."}}