{"id":"W4225775959","doi":"10.1097/hs9.0000000000000705","title":"Concurrent Composite Lymphomas Collectively Bearing Three Diagnostic Entities of Shared Clonal Origin","year":2022,"lang":"en","type":"article","venue":"HemaSphere","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Spinal Cord Injury BC","funders":"","keywords":"Lymphoma; Diffuse large B-cell lymphoma; Germinal center; Medicine; Internal medicine; Oncology; Cancer research; Pathology; B cell; Immunology; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007470597,0.0001922913,0.0004338854,0.00005920826,0.0002422528,0.00002024376,0.0001090889,0.00003717859,0.005055853],"category_scores_gemma":[0.00005873667,0.0001782049,0.000184774,0.0002662855,0.0000780066,0.00005381863,0.0001877751,0.0001037493,0.0000324481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863006,"about_ca_system_score_gemma":0.0003062158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004543625,"about_ca_topic_score_gemma":0.00007699861,"domain_scores_codex":[0.9985707,0.00004439679,0.0003149358,0.0002995144,0.0005048956,0.0002655023],"domain_scores_gemma":[0.9990432,0.0003803679,0.0001354134,0.0002297079,0.00009007064,0.0001212152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001698547,0.001952982,0.9723302,0.0002350613,0.0005188595,0.00042608,0.0007429828,0.0001327245,0.0009366957,0.005251314,0.01105544,0.006247783],"study_design_scores_gemma":[0.01124935,0.001511746,0.9337176,0.0003833295,0.0005578782,0.0003815371,0.0008858311,0.0005405526,0.0114849,0.0004899709,0.03840484,0.0003924398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848619,0.004344572,0.00003581831,0.0002751832,0.0003777076,0.0006506483,0.0002258499,0.00006642252,0.009161932],"genre_scores_gemma":[0.9976857,0.0000737956,0.0003742394,0.0001324452,0.00007398078,0.0003865571,0.0001300848,0.00002657613,0.00111663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0386126,"threshold_uncertainty_score":0.9958537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752703303518759,"score_gpt":0.2662789280037343,"score_spread":0.2387518949685467,"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."}}