{"id":"W4393199291","doi":"10.1002/ski2.367","title":"Exploring Cutaneous Lymphoproliferative Disorders in the Wake of COVID-19 Vaccination","year":2024,"lang":"en","type":"article","venue":"Skin Health and Disease","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Wake; Vaccination; 2019-20 coronavirus outbreak; Virology; Lymphoproliferative disorders; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Pathology; Lymphoma; Outbreak; Physics; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154013,0.00007896695,0.0001641532,0.0001486085,0.00007329777,0.0000218265,0.00003612427,0.00001464944,0.00003203254],"category_scores_gemma":[0.0004249832,0.00005110254,0.00006069686,0.000317449,0.00002075479,0.0000787098,0.00001123751,0.00004444171,0.000002744405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097202,"about_ca_system_score_gemma":0.0009221461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004365632,"about_ca_topic_score_gemma":0.0001181393,"domain_scores_codex":[0.9991818,0.00008860367,0.0002121772,0.0001865725,0.0001803913,0.0001504271],"domain_scores_gemma":[0.999091,0.0001903177,0.00003361452,0.0001202451,0.00001526058,0.0005495453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009017793,0.001161492,0.5878307,0.01027987,0.0001024748,0.0006226722,0.04587075,0.0002395177,0.00001169707,0.01009116,0.004144005,0.3387439],"study_design_scores_gemma":[0.01029969,0.002211469,0.8084565,0.002421656,0.000966065,0.0003428851,0.05578204,0.0378794,0.00007469594,0.02583542,0.054767,0.0009632046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201998,0.02085625,0.0001641165,0.0577967,0.00008392859,0.0005705823,0.00004209163,0.00003449831,0.0002520493],"genre_scores_gemma":[0.9873931,0.00775949,0.00001455894,0.004577759,0.0000724877,0.0001167694,0.00003765633,0.000007116577,0.00002105557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3377807,"threshold_uncertainty_score":0.2083901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05339305683167272,"score_gpt":0.3435847876429142,"score_spread":0.2901917308112414,"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."}}