{"id":"W1993863834","doi":"10.1532/ijh97.04133","title":"Molecular Signatures of Lymphoma","year":2004,"lang":"en","type":"review","venue":"International Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Lymphoma; Disease; Hematology; Gene expression profiling; Biology; Molecular pathology; Computational biology; Gene; Bioinformatics; Gene expression; Pathology; Medicine; Immunology; Genetics","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":[0.0005287129,0.0008958798,0.001584896,0.002035866,0.0002222057,0.001015441,0.001016211,0.0008680326,0.001772985],"category_scores_gemma":[0.0006924697,0.0003300869,0.0004418921,0.001734179,0.0004726181,0.001192963,0.0005854978,0.001355091,0.001368457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007456388,"about_ca_system_score_gemma":0.0009239624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008540591,"about_ca_topic_score_gemma":0.001616489,"domain_scores_codex":[0.9998009,0.00003666672,0.00002604343,0.00004158665,0.00007207512,0.00002265506],"domain_scores_gemma":[0.9996976,0.0001310218,0.00006213658,0.0000140524,0.00007496718,0.00002029612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001464868,0.00007392743,0.0008983733,0.005669534,0.0001171915,0.0005348371,0.00003272766,0.0003864224,0.003215814,0.00147454,0.02433814,0.9631121],"study_design_scores_gemma":[0.0000559966,0.0001494933,0.004894852,0.002735946,0.0003678363,0.005764493,0.00007179061,0.0002575181,0.002957377,0.001982581,0.980732,0.00003003268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003199468,0.9979801,0.0001936174,0.0003707535,0.0001909085,0.000005368928,0.00001732252,0.000009849557,0.000912221],"genre_scores_gemma":[0.002787093,0.9951859,0.0003777675,0.0003896568,0.0003434709,0.000009904455,0.00006136701,0.000001462782,0.0008433665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002035866,"threshold_uncertainty_score":0.005931199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161391561871231,"score_gpt":0.3563574328422145,"score_spread":0.3347435172235023,"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."}}