{"id":"W2141843344","doi":"10.1002/gcc.22184","title":"Amplification of 2p as a genomic marker for transformation in lymphoma","year":2014,"lang":"en","type":"article","venue":"Genes Chromosomes and Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Emil och Wera Cornells Stiftelse; Stockholms Läns Landsting; Karolinska Institutet; Cancerfonden","keywords":"CDKN2A; Follicular lymphoma; Cancer research; Transformation (genetics); Biology; Lymphoma; Gene duplication; Malignant transformation; Gene; Diffuse large B-cell lymphoma; Comparative genomic hybridization; Genetics; Genome; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000633883,0.00007135258,0.0001676895,0.00004523078,0.00002236435,0.000006078671,0.00001943855,0.00004006661,0.0000499681],"category_scores_gemma":[0.000004184426,0.00005623946,0.00004349697,0.00005046949,0.00002037841,0.00003859817,0.000004197303,0.000007340354,0.000002576774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008842182,"about_ca_system_score_gemma":0.00005707531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002543496,"about_ca_topic_score_gemma":0.00006397263,"domain_scores_codex":[0.9995518,0.000008777228,0.0001607508,0.000119694,0.00006188016,0.0000971177],"domain_scores_gemma":[0.9997699,0.00002589447,0.00004726474,0.00008956865,0.00003022803,0.00003719138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002362037,0.0001813989,0.09142999,0.0003306983,0.00006235224,6.334839e-7,0.000670802,0.00001590208,0.02284387,0.001691599,0.00008515733,0.8824514],"study_design_scores_gemma":[0.005548027,0.0002900807,0.9104415,0.0001266812,0.0001016775,0.0000138379,0.0001251313,0.0009667568,0.04414885,0.000354098,0.03778654,0.00009689284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933583,0.004927772,0.0001219988,0.0006152094,0.00005418092,0.0003908423,0.00002130219,0.000007108691,0.0005032819],"genre_scores_gemma":[0.9946806,0.004389017,0.0002294466,0.0001830798,0.0000618636,0.0003250527,0.00003457192,0.000008010319,0.00008840219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8823545,"threshold_uncertainty_score":0.2293379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342764627115118,"score_gpt":0.2768570910083644,"score_spread":0.2634294447372132,"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."}}