{"id":"W4361947202","doi":"10.1158/1078-0432.c.6530333","title":"Data from A Cyclin D1–Dependent Transcriptional Program Predicts Clinical Outcome in Mantle Cell Lymphoma","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"European Regional Development Fund; Agència de Gestió d'Ajuts Universitaris i de Recerca; National Institutes of Health; Ministerio de Economía y Competitividad; Generalitat de Catalunya; Centres de Recerca de Catalunya; Institució Catalana de Recerca i Estudis Avançats; Instituto de Salud Carlos III; Leukemia and Lymphoma Society","keywords":"Cyclin D1; Mantle cell lymphoma; Cancer research; Biology; Cyclin D; Cyclin; Cell cycle; Chromatin; Cyclin A2; Cyclin B; Transcriptional regulation; Cyclin D2; Gene expression; Molecular biology; Gene; Lymphoma; 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":[0.0002334041,0.0001252897,0.0001839225,0.0004785679,0.0001302769,0.0002940864,0.0001309988,0.0001851618,0.001594923],"category_scores_gemma":[0.0004681364,0.00007163954,0.000125191,0.0003564721,0.0001731012,0.0001391468,0.0001643773,0.0002610581,0.0002589858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483951,"about_ca_system_score_gemma":0.00008152555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005404809,"about_ca_topic_score_gemma":0.0008376832,"domain_scores_codex":[0.9998847,0.00001941369,0.0000116563,0.00003761314,0.00002832055,0.00001822641],"domain_scores_gemma":[0.9996349,0.0001189253,0.00008259348,0.00004278735,0.00004176447,0.00007906811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002340456,0.0001211966,0.8618637,0.00005002231,0.00005147718,0.0002502345,0.00007223665,0.0003987923,0.1218834,0.00004727547,0.0005679312,0.01235327],"study_design_scores_gemma":[0.00002392683,0.0001835707,0.9908152,0.000004322937,0.00003215178,0.0005730146,0.00005917002,0.0007281008,0.006830442,0.00004233803,0.0007043299,0.000003469337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984044,0.0001699749,0.0002713525,0.00002927947,0.000002501843,0.000006441951,0.0005693241,0.00001259475,0.0005341123],"genre_scores_gemma":[0.9987783,0.00003904544,0.0001286756,0.00002370845,0.000004666956,0.000009573929,0.0008487978,0.000005174597,0.0001620447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001594923,"threshold_uncertainty_score":0.005335569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2729269484406759,"score_gpt":0.436182784845837,"score_spread":0.1632558364051611,"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."}}