{"id":"W2061196972","doi":"10.1182/blood-2005-01-0033","title":"Immunohistochemistry accurately predicts FGFR3 aberrant expression and t(4;14) in multiple myeloma","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Immunohistochemistry; Multiple myeloma; Immunocytochemistry; Isotype; Pathology; Fibroblast growth factor receptor 3; Biology; Chromosomal translocation; Immunoglobulin A; Fluorescence in situ hybridization; Antibody; Medicine; Internal medicine; Fibroblast growth factor; Monoclonal antibody; Receptor; Immunology; Immunoglobulin G","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":[0.0007846229,0.0003757118,0.0003520306,0.001035579,0.0002268689,0.0003933563,0.0002547355,0.0006788209,0.001240875],"category_scores_gemma":[0.002890171,0.0003232925,0.0001963264,0.000301559,0.0003598738,0.0004593525,0.0003393967,0.0003293216,0.0004872086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519058,"about_ca_system_score_gemma":0.000155592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246062,"about_ca_topic_score_gemma":0.002162686,"domain_scores_codex":[0.9996413,0.0001060503,0.00003959164,0.00005305076,0.00008685678,0.00007310991],"domain_scores_gemma":[0.9991779,0.0003292009,0.0002384616,0.00004632382,0.0001172929,0.00009081215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007385433,0.00006154862,0.9507481,0.00002915047,0.00005132208,0.001211865,0.0000527941,0.0004350789,0.0362508,0.00004550159,0.0004092196,0.009965968],"study_design_scores_gemma":[0.00005735735,0.0005496738,0.9675959,0.0000267566,0.000171123,0.01078319,0.000183651,0.004770085,0.01403752,0.0003108214,0.001498031,0.00001582602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975179,0.0007483378,0.0005166018,0.00008026341,0.00001528605,0.00001109674,0.00003761748,0.00002000553,0.001052736],"genre_scores_gemma":[0.9989247,0.0002777435,0.0004516034,0.00002422789,0.00001351075,0.000006895189,0.00006898888,0.000003012006,0.0002293134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001246062,"threshold_uncertainty_score":0.004151165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258036829058847,"score_gpt":0.3066833460329813,"score_spread":0.2741029777423928,"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."}}