{"id":"W4206097896","doi":"10.1111/ijlh.13792","title":"Plasmablastic lymphoma with aberrant expression of CD3 and CD4","year":2022,"lang":"en","type":"article","venue":"International Journal of Laboratory Hematology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Plasmablastic lymphoma; Expression (computer science); Lymphoma; Computer science; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001583851,0.0000750281,0.0002837575,0.0001830859,0.00004017687,0.000005139478,0.0001144328,0.00003665955,0.0002023415],"category_scores_gemma":[0.00007960488,0.00005814866,0.0000409299,0.0001116959,0.00007919104,0.0000705139,0.00004711066,0.0001340728,7.877845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104519,"about_ca_system_score_gemma":0.0004065418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006520609,"about_ca_topic_score_gemma":0.000004782707,"domain_scores_codex":[0.9989933,0.00005618793,0.0003252809,0.00008658425,0.0004458514,0.00009276551],"domain_scores_gemma":[0.9988911,0.00007162798,0.0004572153,0.00005955764,0.0004534472,0.0000670156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03355221,0.003466117,0.6712504,0.0003995571,0.003289741,0.01049789,0.006115758,0.001887577,0.2101697,0.01420178,0.03848868,0.006680599],"study_design_scores_gemma":[0.1650846,0.0251108,0.1589286,0.003562075,0.001795602,0.06307771,0.0331124,0.001729678,0.3885545,0.0069932,0.1502438,0.001807028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965143,0.001379532,0.0001303101,0.001197195,0.0003934319,0.00004915771,0.00003070202,0.000005263922,0.0003001678],"genre_scores_gemma":[0.9990376,0.000079658,0.0003358403,0.0004570766,0.00004032504,0.000004130655,0.000003619703,0.00001020876,0.00003158096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123218,"threshold_uncertainty_score":0.2371233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006591361802831958,"score_gpt":0.2534683353403208,"score_spread":0.2468769735374888,"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."}}