{"id":"W2596450036","doi":"10.1182/blood.v128.22.4145.4145","title":"Gray Zone Lymphoma (GZL) with Features Intermediate Between Diffuse Large B-Cell Lymphoma (DLBCL) and Classical Hodgkin Lymphoma (cHL): Pathologic Classification and Clinical Outcomes from a Multicenter Consensus Study","year":2016,"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":"Diffuse large B-cell lymphoma; BCL6; Lymphoma; Medicine; CD30; Not Otherwise Specified; CD15; Pathology; B cell; Immunology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00536179,0.0004200257,0.0006102319,0.0042219,0.0005975447,0.001049545,0.0007599707,0.0005343729,0.0009540438],"category_scores_gemma":[0.005597208,0.0002288016,0.0005147588,0.002884931,0.0004340283,0.0006893566,0.001137759,0.0002780386,0.00028044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009484261,"about_ca_system_score_gemma":0.0008731176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004852962,"about_ca_topic_score_gemma":0.008299056,"domain_scores_codex":[0.9983536,0.0003784116,0.0003344682,0.0003680719,0.0004266569,0.0001388805],"domain_scores_gemma":[0.9931782,0.0009487303,0.002135638,0.0005498656,0.002440088,0.0007473997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002330989,0.00003062021,0.9884574,0.0001105785,0.0002572354,0.0002457834,0.0002408182,0.00007489454,0.0007966813,0.00004622884,0.0006174562,0.008889233],"study_design_scores_gemma":[0.00005832967,0.0001448826,0.9933745,0.000184658,0.0004179045,0.001755276,0.001147615,0.0003842492,0.0003739375,0.00008604198,0.002055855,0.00001670344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923564,0.00384935,0.0008256959,0.0001239075,0.00002216765,0.0001148453,0.001189626,0.00001983795,0.001498232],"genre_scores_gemma":[0.9952122,0.0009528743,0.0006171435,0.00005397628,0.00002168875,0.00004897967,0.002986878,0.000007830704,0.0000983638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00536179,"threshold_uncertainty_score":0.02835619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624939705179015,"score_gpt":0.2906882922959565,"score_spread":0.2644388952441664,"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."}}