{"id":"W4255400777","doi":"10.1515/iupac.84.0837","title":"Lymphadenopathy","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Immunotoxicology and immune responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Medicine; Immunology; Immune system; Philosophy; Linguistics","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000777746,0.0007034774,0.001066185,0.0004184239,0.0003872251,0.00003439279,0.0009936267,0.001890292,0.02213472],"category_scores_gemma":[0.001224548,0.0005193611,0.0003356977,0.0001785437,0.0008178568,0.000123524,0.0003980579,0.0009148678,0.0002275538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004202328,"about_ca_system_score_gemma":0.001418379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007552034,"about_ca_topic_score_gemma":0.00007771891,"domain_scores_codex":[0.9968094,0.0006660707,0.0007371203,0.0006988217,0.0001734764,0.0009151489],"domain_scores_gemma":[0.9974008,0.0003945344,0.000424157,0.001315122,0.0004210056,0.00004436549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001644498,0.0004145041,0.000006564381,0.0000586152,0.0006066873,0.0000923031,0.00001646864,6.336528e-8,0.006781479,0.0000152756,0.9847749,0.005588651],"study_design_scores_gemma":[0.002838185,0.000641581,0.000104559,0.0003171074,0.0002332775,0.0003791082,0.00002767333,1.792638e-8,0.003992935,0.00006876409,0.9907519,0.0006449442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000617654,0.02534191,0.00002170488,0.000530503,0.004578936,0.0003836969,0.9682898,0.0001448342,0.00009099131],"genre_scores_gemma":[0.0001311922,0.003148049,0.000004232276,0.0005794553,0.000265569,0.00004596425,0.9852557,0.00005407268,0.01051583],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02219386,"threshold_uncertainty_score":0.9997258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017584464967892,"score_gpt":0.3629974692469334,"score_spread":0.3528216245972545,"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."}}