{"id":"W4307294294","doi":"10.1016/j.ijrobp.2022.07.435","title":"Impact of Myc-Altered Pathology on Radiotherapy Efficacy among Patients with Relapsed/Refractory Large-B Cell Lymphoma: A Collaborative Retrospective Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Radiation therapy; BCL6; Univariate analysis; Retrospective cohort study; Refractory (planetary science); Cohort; Gastroenterology; Oncology; Chemotherapy; Lymphoma; Palliative care; B cell; Multivariate analysis; Immunology","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":[0.0008705367,0.000251448,0.0004515691,0.000877794,0.000600535,0.0008439863,0.0005100678,0.000431503,0.001375948],"category_scores_gemma":[0.002056255,0.0002716279,0.0005954811,0.001181771,0.00047773,0.000525673,0.0006637998,0.0004063429,0.0003016999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005753608,"about_ca_system_score_gemma":0.0004458073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003055033,"about_ca_topic_score_gemma":0.003137544,"domain_scores_codex":[0.9989895,0.0002447203,0.0001231572,0.000363304,0.0001372059,0.0001420628],"domain_scores_gemma":[0.9980506,0.0004306878,0.0007186339,0.0003064216,0.0002353064,0.0002583179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003556251,0.00003655264,0.9977973,0.00001011642,0.0001051984,0.0001271457,0.00009496507,0.0000412854,0.0004503939,0.00001437228,0.00003216371,0.0009350433],"study_design_scores_gemma":[0.00002207841,0.0003182903,0.9977384,0.000005893573,0.0001878792,0.0008061139,0.000306685,0.0001083543,0.0001762506,0.00001866424,0.0003051696,0.000006285048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991927,0.0001711285,0.00006956502,0.000009289702,0.000001749142,0.000007691018,0.0002114306,0.000001787108,0.0003347075],"genre_scores_gemma":[0.999569,0.00004481139,0.00003595357,0.00001182082,0.000004573295,0.00000491746,0.0002717022,0.000002995729,0.00005420058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003055033,"threshold_uncertainty_score":0.006074488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009291714192632658,"score_gpt":0.3105688070213747,"score_spread":0.301277092828742,"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."}}