{"id":"W2007670446","doi":"10.4061/2011/618760","title":"Lymphoproliferative Lesions in the Setting of HIV Infection: A Five-Year Retrospective Case Series and Review","year":2011,"lang":"en","type":"article","venue":"Pathology Research International","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Hospital; Juravinski Cancer Centre","funders":"McMaster University","keywords":"Medicine; Human immunodeficiency virus (HIV); Referral; Pathology; Lymphoproliferative disorders; Tertiary care; Lymphatic system; Lymphoma; Immunology; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001394214,0.00006085812,0.000165469,0.0001524587,0.00009463647,0.000006532377,0.00006818516,0.00005778697,0.0002471355],"category_scores_gemma":[0.001246287,0.00004333723,0.00003755345,0.0002589606,0.0002481328,0.00008589071,0.00006693036,0.0003166118,0.000008129723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183394,"about_ca_system_score_gemma":0.0001186087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003116948,"about_ca_topic_score_gemma":0.0004379539,"domain_scores_codex":[0.9989143,0.0003151732,0.0001788465,0.000169337,0.0002663745,0.0001559868],"domain_scores_gemma":[0.9992956,0.00009324858,0.00005815052,0.0001115405,0.0004083506,0.00003309475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003438192,0.0002067619,0.969413,0.0001390542,0.0000729208,0.002101092,0.009288721,3.773916e-7,0.0001174694,0.008774913,0.007884285,0.001657608],"study_design_scores_gemma":[0.002744177,0.001116409,0.966372,0.0008482026,0.00004475576,0.01380106,0.006758349,0.00009044234,0.0002100606,0.006757538,0.001136264,0.0001207595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952408,0.001560184,0.00001851141,0.013015,0.00008732562,0.0004849339,0.00004232281,0.00001080874,0.03237291],"genre_scores_gemma":[0.9951839,0.003488606,0.000169975,0.000422512,0.0000461068,0.00009676945,0.00001316043,0.000005546898,0.0005734432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04277587,"threshold_uncertainty_score":0.2705961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668806031720269,"score_gpt":0.3888693825039863,"score_spread":0.3219887793319594,"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."}}