{"id":"W2068794772","doi":"10.3109/10428194.2010.500046","title":"Prognostic biomarkers in malignant lymphomas","year":2010,"lang":"en","type":"review","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Lymphoma; Tumor microenvironment; Follicular lymphoma; Disease; Translational research; Chemokine; Medicine; Cancer research; Biology; Bioinformatics; Computational biology; Immunology; Pathology; Immune system; Tumor cells","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":[0.001360767,0.0008163736,0.001916219,0.00255376,0.000176069,0.0009376367,0.0006732425,0.0007303022,0.001605477],"category_scores_gemma":[0.002193211,0.0002248773,0.0004209663,0.002264491,0.0004152944,0.0009403873,0.0004935699,0.001357044,0.00118915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005799794,"about_ca_system_score_gemma":0.0006758451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006689114,"about_ca_topic_score_gemma":0.0007819489,"domain_scores_codex":[0.9995636,0.0001298979,0.00006258593,0.0000655686,0.0001476097,0.00003072623],"domain_scores_gemma":[0.9991562,0.0004286529,0.0001598225,0.00002091588,0.0001969699,0.00003738251],"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":[0.0001317219,0.00005158076,0.003663634,0.005912162,0.0001267969,0.0003404574,0.00004848624,0.0002712632,0.002012927,0.0018248,0.01617738,0.9694389],"study_design_scores_gemma":[0.0001128296,0.000393889,0.02157936,0.009227091,0.0009561836,0.01015852,0.000239208,0.000794156,0.006594078,0.008777356,0.941079,0.00008835847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004782844,0.997734,0.0003924855,0.0004630148,0.0001844966,0.000007486158,0.0000375884,0.0000127186,0.0006899585],"genre_scores_gemma":[0.008511877,0.9883052,0.001388459,0.0003823141,0.0005033753,0.00002585399,0.0001847277,0.000003690306,0.0006945665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00255376,"threshold_uncertainty_score":0.007196546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223881778500787,"score_gpt":0.2893704191402985,"score_spread":0.2671316013552906,"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."}}