{"id":"W4408085490","doi":"10.18103/mra.v13i2.6109","title":"Burkitt Lymphoma – A Model of Cancer Chemotherapy","year":2025,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency","funders":"","keywords":"Lymphoma; Medicine; Cancer; Chemotherapy; Cancer chemotherapy; Oncology; Internal medicine; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.000260616,0.00007458827,0.0002117748,0.00026603,0.00008545419,0.000006825043,0.0001549824,0.00005095918,0.0004576085],"category_scores_gemma":[0.000482054,0.00005199071,0.00007660439,0.0003199858,0.0005223636,0.00002121048,0.00007216359,0.0001760299,0.000005727426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007268156,"about_ca_system_score_gemma":0.002679945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004447735,"about_ca_topic_score_gemma":0.0000652066,"domain_scores_codex":[0.9984109,0.00006725485,0.0001837712,0.0002009018,0.0008282153,0.0003089136],"domain_scores_gemma":[0.9989957,0.0004043322,0.00001865165,0.0002350476,0.0000871896,0.0002591337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004867395,0.000650771,0.01003382,0.0002489699,0.0003904983,0.00002465676,0.001252128,0.00001803671,0.004946206,0.008615166,0.005761922,0.9675711],"study_design_scores_gemma":[0.03653805,0.001674831,0.2018592,0.006967373,0.0004468012,0.00001837915,0.001534454,0.2965984,0.07130218,0.1114423,0.2711276,0.0004904134],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6755921,0.009488462,0.0102483,0.0677399,0.0001481938,0.001174705,0.00005711311,0.00007504329,0.2354761],"genre_scores_gemma":[0.9692823,0.005118317,0.001417425,0.0009548462,0.00007913393,0.0002185675,0.00001291414,0.00001320072,0.02290331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9670807,"threshold_uncertainty_score":0.5010493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04038776920883182,"score_gpt":0.4757748029314641,"score_spread":0.4353870337226323,"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."}}