{"id":"W3171248167","doi":"10.1056/nejmc2105452","title":"Diffuse Large B-Cell Lymphoma","year":2021,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Lymphoma; Diffuse large B-cell lymphoma; Computer science; Medicine; Pathology","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":[0.001130385,0.0009324561,0.001084298,0.001331641,0.004608102,0.00307568,0.001214951,0.02643914,0.01537774],"category_scores_gemma":[0.007617968,0.0006870708,0.001210011,0.0009831851,0.001574613,0.002130058,0.001106531,0.01726846,0.006264958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005641074,"about_ca_system_score_gemma":0.003733795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009014374,"about_ca_topic_score_gemma":0.0209639,"domain_scores_codex":[0.998637,0.0003913154,0.0001343992,0.0001481975,0.0003250955,0.0003639809],"domain_scores_gemma":[0.9975318,0.0009680208,0.0001844987,0.00009902219,0.000386357,0.0008301977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002088226,0.000156457,0.006547203,0.0001164039,0.00005228352,0.1174349,0.0002013666,0.0002977419,0.0005732717,0.00563552,0.8561323,0.01264387],"study_design_scores_gemma":[0.0006093568,0.000266334,0.01346068,0.0009394901,0.0001564765,0.1260819,0.0009095558,0.003393329,0.0005761604,0.01326123,0.8402532,0.00009230416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00750595,0.003787777,0.0002742101,0.8703042,0.03198708,0.00009145949,0.0002531465,0.00008245131,0.08571371],"genre_scores_gemma":[0.07525016,0.005263362,0.0009573108,0.6989164,0.1106286,0.0001371757,0.0003777347,0.0001199152,0.1083494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02643914,"threshold_uncertainty_score":0.05144364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190622280842261,"score_gpt":0.2588298401390397,"score_spread":0.2397676120548136,"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."}}