{"id":"W2584580642","doi":"10.1182/blood.v104.11.4553.4553","title":"Gene Expression Profiling, Frozen and Paraffin Section Immunohistochemistry, and In Situ Hybridization for Determination of Monoclonality in Diffuse Large B-Cell Lymphoma.","year":2004,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Immunohistochemistry; Tissue microarray; In situ hybridization; Immunoglobulin light chain; Hematopathology; Pathology; Molecular biology; Biology; Monoclonal; Streptavidin; Frozen section procedure; Gene expression profiling; Monoclonal antibody; Gene expression; Antibody; Medicine; Biotin; Gene; Genetics; Cytogenetics","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":[0.0009427184,0.0002811803,0.000316255,0.0009765308,0.0002270689,0.0002764975,0.0002844466,0.0002858775,0.0008078199],"category_scores_gemma":[0.000572531,0.0002228947,0.0002080098,0.000733053,0.0003052168,0.0002723555,0.0001488975,0.000244574,0.0002797887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634799,"about_ca_system_score_gemma":0.0001874627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003791295,"about_ca_topic_score_gemma":0.00112693,"domain_scores_codex":[0.9995075,0.0001487053,0.00003962687,0.0001138142,0.0001408167,0.00004938152],"domain_scores_gemma":[0.999736,0.00007425057,0.00005809177,0.00004614712,0.00006570561,0.00001983545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003420777,0.00008447329,0.01761985,0.0001127013,0.00003993312,0.0002228572,0.00008343535,0.0002176069,0.9682161,0.00007384282,0.0001089384,0.01287815],"study_design_scores_gemma":[0.00005661271,0.001752148,0.3513898,0.00002364583,0.0002162159,0.003318999,0.0003827186,0.00525654,0.6323874,0.0004022158,0.004786438,0.0000272223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712245,0.002317275,0.02354567,0.00007814135,0.00002981873,0.0002397764,0.0006218557,0.0001197952,0.001823128],"genre_scores_gemma":[0.9477228,0.001487338,0.04728322,0.00008776812,0.00003225411,0.0004733356,0.001340151,0.00003477159,0.001538397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009765308,"threshold_uncertainty_score":0.004985631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009513318920748363,"score_gpt":0.2626384238780327,"score_spread":0.2531251049572844,"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."}}