{"id":"W2103541791","doi":"10.1002/ajh.24082","title":"Gray zone lymphoma with features intermediate between classical<scp>H</scp>odgkin lymphoma and diffuse large<scp>B</scp>‐cell lymphoma:<scp>C</scp>haracteristics, outcomes, and prognostication among a large multicenter cohort","year":2015,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Vincristine; Internal medicine; Rituximab; CHOP; Gastroenterology; Hazard ratio; Dacarbazine; Oncology; Lymphoma; Prednisone; Cyclophosphamide; Diffuse large B-cell lymphoma; B symptoms; Surgery; Chemotherapy; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000739645,0.0009297663,0.002752965,0.0005860889,0.0002258727,0.0001761284,0.0003847879,0.000355231,0.000003299261],"category_scores_gemma":[0.003056953,0.000659662,0.0003030357,0.0004477491,0.001309214,0.0003777692,0.0003006747,0.0003174428,0.00003447405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004723565,"about_ca_system_score_gemma":0.0005225204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001342312,"about_ca_topic_score_gemma":0.00008266106,"domain_scores_codex":[0.9948439,0.0004584315,0.001496984,0.00091683,0.0009347614,0.001349094],"domain_scores_gemma":[0.9909929,0.003880119,0.002152301,0.0006778615,0.0006835414,0.001613245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001290675,0.005421891,0.9757278,0.0001471543,0.001436146,0.002165,0.002635614,2.663434e-7,0.00005757053,0.0001589884,0.006358864,0.005761652],"study_design_scores_gemma":[0.03321948,0.003228954,0.9362935,0.000409857,0.002027166,0.00393076,0.005183771,0.00009512685,0.001675278,0.00006025671,0.01372741,0.0001483917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946191,0.002267732,0.0006354176,0.0004995347,0.0003457671,0.0009997992,0.000145957,0.00009262133,0.0003940901],"genre_scores_gemma":[0.9948434,0.0008536376,0.002124861,0.0009984002,0.0003035583,0.0001188231,0.0001807834,0.0001437146,0.0004328173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03943423,"threshold_uncertainty_score":0.9995854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008092142052280111,"score_gpt":0.2479602287025176,"score_spread":0.2398680866502375,"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."}}