{"id":"W2346079079","doi":"10.1177/1740774516645338","title":"Response assessment in lymphoma: Concordance between independent central review and local evaluation in a clinical trial setting","year":2016,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Takeda Pharmaceuticals International; National Cancer Institute; University of Washington; Fred Hutchinson Cancer Research Center; Leukemia and Lymphoma Society","keywords":"Medicine; Concordance; Confidence interval; Anaplastic large-cell lymphoma; Lymphoma; Internal medicine; Clinical trial; Oncology; Response Evaluation Criteria in Solid Tumors; Phases of clinical 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1086482,0.0002611019,0.002774551,0.0001133416,0.00003304642,0.00002336501,0.000119442,0.0003852667,0.0001520114],"category_scores_gemma":[0.06338822,0.0001577611,0.0005055733,0.0002154453,0.0002412338,0.0001072316,0.0001101388,0.0002588857,0.00003218952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008222304,"about_ca_system_score_gemma":0.001818022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000438702,"about_ca_topic_score_gemma":0.00004952402,"domain_scores_codex":[0.9725809,0.01865519,0.00648058,0.0009846055,0.0007724771,0.0005263241],"domain_scores_gemma":[0.961056,0.03668267,0.001074975,0.0005701333,0.0001466999,0.0004695303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02275921,0.001204211,0.513157,0.00005541311,0.0001076293,0.00007823137,0.000009608999,1.595738e-7,0.000004884313,0.00002905719,0.0004408531,0.4621538],"study_design_scores_gemma":[0.2391379,0.002041035,0.7526555,0.002538345,0.0007412781,0.000007477546,0.00001694996,0.00003308693,0.00001506259,0.0002235549,0.002450383,0.0001393924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732181,0.004649994,0.0001251517,0.01603858,0.0007055929,0.005091868,0.00003315944,0.00002404224,0.0001135312],"genre_scores_gemma":[0.9864662,0.01011148,0.0004048656,0.001755913,0.0007522096,0.0004265645,0.00001804882,0.00001954146,0.00004521337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4620144,"threshold_uncertainty_score":0.9445013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3120455987354389,"score_gpt":0.5583891974410428,"score_spread":0.2463435987056039,"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."}}