{"id":"W2575338530","doi":"10.1182/blood.v104.11.701.701","title":"Lymphdx: A Custom Microarray for Molecular Diagnosis and Prognosis in Non-Hodgkin Lymphoma.","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Follicular lymphoma; Lymphoma; Germinal center; Mantle cell lymphoma; Diffuse large B-cell lymphoma; Microarray; Significance analysis of microarrays; Cancer research; DNA microarray; Biology; Gene expression profiling; Gene; B cell; Gene expression; Immunology; Genetics; Antibody","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":[0.001099462,0.000535803,0.0007012141,0.001047174,0.00039334,0.0007103217,0.0008803642,0.0005518629,0.01130406],"category_scores_gemma":[0.0009231279,0.0007341708,0.0003876906,0.0008045493,0.0002182843,0.000593737,0.0007987596,0.0006648413,0.003199323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593858,"about_ca_system_score_gemma":0.0004965102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000703444,"about_ca_topic_score_gemma":0.00210475,"domain_scores_codex":[0.9987391,0.0002224858,0.0001145346,0.0004326466,0.0003861836,0.0001051014],"domain_scores_gemma":[0.9994857,0.0001364377,0.00009695978,0.0001088409,0.00009801631,0.00007394003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001094818,0.0001638388,0.008109196,0.000404697,0.00009736144,0.000148657,0.00009630997,0.001625185,0.8917272,0.0008858713,0.02072931,0.0749175],"study_design_scores_gemma":[0.0006424955,0.002004633,0.1074523,0.0001163296,0.0003886755,0.002324162,0.0001513096,0.04805253,0.6668729,0.002037056,0.1697409,0.000216717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4634693,0.004916297,0.3352672,0.001404012,0.0007504235,0.002607754,0.1305293,0.03748544,0.02357033],"genre_scores_gemma":[0.3338744,0.001153375,0.5072093,0.001154112,0.0001601668,0.004664212,0.1248462,0.001431553,0.02550674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01130406,"threshold_uncertainty_score":0.03781581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009388363780397606,"score_gpt":0.2506048230573112,"score_spread":0.2412164592769136,"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."}}