{"id":"W3092636096","doi":"10.1158/1078-0432.ccr-20-2868","title":"A Cyclin D1–Dependent Transcriptional Program Predicts Clinical Outcome in Mantle Cell Lymphoma","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"European Regional Development Fund; Instituto de Salud Carlos III; National Cancer Institute; Agència de Gestió d'Ajuts Universitaris i de Recerca; Generalitat de Catalunya; Ministerio de Economía y Competitividad; National Institutes of Health; Institució Catalana de Recerca i Estudis Avançats; Centres de Recerca de Catalunya","keywords":"Cyclin D1; Mantle cell lymphoma; Cancer research; Cyclin D; Biology; Cyclin; Cyclin A2; Cyclin B; Cell cycle; Chromatin; Cyclin D2; Lymphoma; Gene; Genetics; 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":[0.0002163465,0.0001522993,0.0001820591,0.0004768378,0.000128164,0.0002791351,0.0001326425,0.000180357,0.0009456515],"category_scores_gemma":[0.00048274,0.00007468118,0.0001067044,0.0002997229,0.0001850577,0.0001283696,0.0002218179,0.0002552263,0.0001301397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658627,"about_ca_system_score_gemma":0.00009923577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004111179,"about_ca_topic_score_gemma":0.0004944078,"domain_scores_codex":[0.9999197,0.0000175776,0.00000739271,0.00002484988,0.00001653404,0.00001395631],"domain_scores_gemma":[0.9997297,0.00007196965,0.00007869944,0.00001962818,0.00003149006,0.00006858719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001155657,0.00006514478,0.9550784,0.00002539334,0.00003735456,0.00008310027,0.00004064323,0.0003179935,0.03741778,0.00002696754,0.00014756,0.005603997],"study_design_scores_gemma":[0.00001951526,0.0001366633,0.9954326,0.000003376022,0.0000255236,0.0003214165,0.0000414918,0.0009910741,0.002734645,0.00004006257,0.0002509357,0.000002604641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994506,0.0001285327,0.0001407246,0.00001288659,0.000001247163,0.000003965268,0.0001053308,0.0000052194,0.0001515113],"genre_scores_gemma":[0.9995351,0.0000319412,0.000101539,0.000008623339,0.000003594705,0.000004923539,0.0002437554,0.00000150696,0.00006907062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009456515,"threshold_uncertainty_score":0.003163517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4512327535473243,"score_gpt":0.5734693192376064,"score_spread":0.1222365656902821,"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."}}