{"id":"W3197397941","doi":"10.5858/arpa.2020-0726-oa","title":"Flow Cytometric Detection of the Double-Positive (CD4+CD8+)/PD-1bright T-Cell Subset Is Useful in Diagnosing Nodular Lymphocyte-Predominant Hodgkin Lymphoma","year":2021,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Lymphoma; CD8; Pathology; Flow cytometry; Lymphocyte; Malignancy; Medicine; Immunophenotyping; Biology; Immunology; Immune system","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":[0.0004314597,0.0003280693,0.0002784684,0.001155025,0.0001962042,0.0002458456,0.0002033967,0.0004278337,0.002244954],"category_scores_gemma":[0.0005943524,0.00009555814,0.00008140715,0.0002523722,0.0002922484,0.000267897,0.0001785874,0.0002080814,0.0005080238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562406,"about_ca_system_score_gemma":0.00008080743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009521922,"about_ca_topic_score_gemma":0.0001445339,"domain_scores_codex":[0.9998195,0.00004892272,0.00002774233,0.00004469575,0.00003407636,0.00002511124],"domain_scores_gemma":[0.9997736,0.00007919047,0.00005728522,0.00001353351,0.00003747155,0.00003892511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001124,0.0002748242,0.1353973,0.0002471693,0.00003159374,0.0007545729,0.00008523455,0.0001373463,0.8392305,0.00009120251,0.0002576198,0.02236862],"study_design_scores_gemma":[0.000250019,0.002850742,0.4650505,0.0001010722,0.0001786003,0.02857513,0.0004360889,0.006552378,0.4886585,0.0005861673,0.006720676,0.00004009063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929006,0.001058789,0.004373675,0.00005072458,0.00001699788,0.0000875059,0.0001565234,0.00007832982,0.001276751],"genre_scores_gemma":[0.9860927,0.0006038435,0.01239574,0.00007611834,0.00003938636,0.0001379839,0.000320333,0.000008985598,0.0003247364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002244954,"threshold_uncertainty_score":0.007510126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097765889214018,"score_gpt":0.2487008909203197,"score_spread":0.2377232320281795,"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."}}