{"id":"W2106968573","doi":"10.1016/j.clbc.2012.07.006","title":"Treatment and Outcomes of Primary Breast Lymphoma","year":2012,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"BC Cancer Agency","keywords":"Medicine; Breast cancer; Lymphoma; Stage (stratigraphy); Internal medicine; Univariate analysis; Chemotherapy; Surgery; Radiation therapy; Population; Aggressive lymphoma; Oncology; Cancer; Multivariate analysis; Rituximab","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006724374,0.0001444011,0.0004140139,0.0005218942,0.0004038546,0.0008960714,0.0004186817,0.0005676616,0.003115085],"category_scores_gemma":[0.006019278,0.0001508768,0.0007540697,0.000947346,0.0003063593,0.0007418611,0.0005206041,0.000893463,0.000294535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009325267,"about_ca_system_score_gemma":0.000613953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00466335,"about_ca_topic_score_gemma":0.006061402,"domain_scores_codex":[0.9991248,0.0002776757,0.00007981456,0.00008788097,0.0001301564,0.000299669],"domain_scores_gemma":[0.996748,0.0007767104,0.001518222,0.0001152771,0.0002489688,0.0005929112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492675,0.0002654222,0.9854051,0.00004665233,0.0002125207,0.0003111551,0.00008665562,0.0001871151,0.0002195198,0.0001241134,0.0007191602,0.01092981],"study_design_scores_gemma":[0.0000342827,0.0002398698,0.9979658,0.0000180996,0.0001006751,0.0005804222,0.0002221302,0.0001194346,0.00006206558,0.0001615267,0.0004896803,0.000006115181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874473,0.006059812,0.00006930115,0.0009822837,0.00004965338,0.00001091295,0.0006140962,0.000008323473,0.004758173],"genre_scores_gemma":[0.9982817,0.0006608185,0.00001334345,0.000114186,0.00005727965,0.000004127849,0.0005064516,0.000003055828,0.0003590648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00466335,"threshold_uncertainty_score":0.01042098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04203916915508224,"score_gpt":0.3635923758920603,"score_spread":0.3215532067369781,"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."}}