{"id":"W2138537095","doi":"10.1002/gcc.10314","title":"Identification of cytogenetic subgroups and karyotypic pathways of clonal evolution in follicular lymphomas","year":2003,"lang":"en","type":"article","venue":"Genes Chromosomes and Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute; Deutsche Krebshilfe; Cancerfonden","keywords":"Biology; Identification (biology); Genetics; Somatic evolution in cancer; Cancer research; Follicular lymphoma; Follicular phase; Computational biology; Evolutionary biology; Lymphoma; Cancer; Immunology","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":[0.0003268976,0.0002214263,0.000274213,0.001431326,0.0001558413,0.0002899084,0.0001454243,0.0001714675,0.0006421464],"category_scores_gemma":[0.001282344,0.0001114811,0.0002681976,0.0007238866,0.0002322314,0.0001605339,0.0003310374,0.0001898044,0.000109559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623519,"about_ca_system_score_gemma":0.0002299272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010467,"about_ca_topic_score_gemma":0.001090636,"domain_scores_codex":[0.9997827,0.00004205051,0.00002817333,0.00004946352,0.00005648755,0.00004118864],"domain_scores_gemma":[0.9993729,0.000169338,0.0002625409,0.00005781741,0.00006441822,0.00007289121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006481613,0.00004586433,0.9131135,0.00003200228,0.00007474372,0.0003389807,0.0002818736,0.001238313,0.05592899,0.0002005399,0.0000849213,0.02801208],"study_design_scores_gemma":[0.00001174281,0.0001761967,0.9922577,0.000003832934,0.0000407473,0.0009569144,0.0001580582,0.002941659,0.002856313,0.0004066215,0.0001812768,0.000008978035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993597,0.00005150786,0.0004346911,0.00000548672,4.227581e-7,0.000008148779,0.0000509391,0.000007603584,0.00008145745],"genre_scores_gemma":[0.9992374,0.00003179671,0.0005178236,0.000001965815,0.000002147442,0.0000090993,0.000147252,0.000002425465,0.00005011229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001431326,"threshold_uncertainty_score":0.002148211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238922168142641,"score_gpt":0.2461418282064521,"score_spread":0.2337526065250257,"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."}}