{"id":"W3199064927","doi":"10.1093/ajcp/aqab113","title":"Geographic Variability of Nodular Lymphocyte-Predominant Hodgkin Lymphoma","year":2021,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"CD15; CD30; Hodgkin lymphoma; Lymphoma; Pathology; Lymphocyte; Lymph; Biology; Medicine; Immunology; CD34","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":[0.0003302148,0.0001301381,0.0001520381,0.0007563817,0.000209015,0.0003064545,0.0001957273,0.0001407618,0.001832783],"category_scores_gemma":[0.001135037,0.00009430241,0.0001011862,0.0006816351,0.0003048538,0.0002764103,0.00042693,0.00008968901,0.0003401109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676903,"about_ca_system_score_gemma":0.0001086647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019294,"about_ca_topic_score_gemma":0.00166979,"domain_scores_codex":[0.9997185,0.00008328889,0.00004781902,0.0000714934,0.00003746917,0.00004153891],"domain_scores_gemma":[0.9993978,0.0001328404,0.0002792123,0.00005505404,0.00008166201,0.00005352722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005683275,0.000006144555,0.9902919,0.00004089108,0.00004142557,0.001302091,0.0002469872,0.00007737019,0.002192755,0.00005141982,0.000105775,0.005586481],"study_design_scores_gemma":[0.000003151078,0.00003009501,0.9897227,0.00002063539,0.00002503769,0.008181678,0.0006750728,0.00006524016,0.0004025777,0.00005368752,0.0008159011,0.000004144712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973046,0.001077607,0.0002273354,0.00003199118,0.000003747755,0.000008155064,0.0001364241,0.00001028012,0.001199797],"genre_scores_gemma":[0.9995135,0.000253175,0.00006615093,0.000009035462,0.000005191421,0.000002709235,0.00009554501,0.000002068738,0.00005252859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001832783,"threshold_uncertainty_score":0.006131291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998238036050328,"score_gpt":0.3482091054679805,"score_spread":0.3282267251074772,"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."}}