{"id":"W2020789296","doi":"10.1182/blood-2014-05-577189","title":"Diffuse large B-cell lymphoma: optimizing outcome in the context of clinical and biologic heterogeneity","year":2014,"lang":"en","type":"review","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":558,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Diffuse large B-cell lymphoma; Context (archaeology); Lymphoma; Medicine; Ibrutinib; Cancer research; Internal medicine; Biology; Leukemia; Chronic lymphocytic leukemia","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":[0.0008152145,0.0007791121,0.001739798,0.00178024,0.0002019045,0.0009284352,0.001031249,0.001019309,0.001573512],"category_scores_gemma":[0.0009858932,0.0002083544,0.0005240416,0.001589121,0.0004281295,0.0009653226,0.0006435224,0.001653936,0.0009697843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008322051,"about_ca_system_score_gemma":0.0008192089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009689184,"about_ca_topic_score_gemma":0.001925513,"domain_scores_codex":[0.9997992,0.00005132262,0.00003325344,0.00002890084,0.00006495153,0.0000224541],"domain_scores_gemma":[0.9997155,0.0001438478,0.00003841153,0.00000776184,0.00006796926,0.000026516],"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":[0.00009173356,0.0000460105,0.0002928629,0.0106439,0.00016627,0.0002138081,0.0000437468,0.000428532,0.000596783,0.002623997,0.02137803,0.9634743],"study_design_scores_gemma":[0.00005942095,0.000124267,0.001784229,0.006590379,0.0003003593,0.00294333,0.00008971175,0.0002198142,0.0004448363,0.003395701,0.9840195,0.00002841651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000105678,0.999121,0.00007421691,0.0002417479,0.00007338599,0.000002478211,0.000008191386,0.000003826644,0.0003694534],"genre_scores_gemma":[0.0009701448,0.9983367,0.0001662965,0.0001731486,0.0001037129,0.000005297629,0.00002215127,0.000001421294,0.0002210521],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00178024,"threshold_uncertainty_score":0.00603807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056111912434274,"score_gpt":0.3951667525710021,"score_spread":0.2895555613275748,"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."}}