{"id":"W2143722427","doi":"10.1182/asheducation-2002.1.263","title":"Lymphoma of the Skin","year":2002,"lang":"en","type":"review","venue":"Hematology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Lymphoma; Medicine; Dermatology; Cancer research; Oncology; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001015109,0.0002763854,0.002286861,0.0001833832,0.00004911698,0.000004113355,0.0003268282,0.0004310002,0.0009950004],"category_scores_gemma":[0.0003577503,0.0001567511,0.0007275316,0.0004565935,0.0003461385,0.000008201038,0.0001777109,0.0002260926,0.0003716951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193917,"about_ca_system_score_gemma":0.0005677265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000015319,"about_ca_topic_score_gemma":0.000009991828,"domain_scores_codex":[0.9981933,0.0002663471,0.0005766199,0.0003175882,0.0003171303,0.0003290564],"domain_scores_gemma":[0.9984564,0.0002778594,0.0002575346,0.0008152651,0.0001175666,0.00007542514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001182596,0.0002542557,0.0001436736,0.03239165,0.0003064873,0.0002135556,0.00007504228,1.465243e-8,3.189565e-7,0.002530661,0.007805089,0.9562674],"study_design_scores_gemma":[0.0003666263,0.0000617249,0.000006007849,0.005335133,0.0003896017,0.03076093,0.00001527672,0.000006028387,0.00001779428,0.00004984377,0.9628787,0.0001123339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003862466,0.9869732,0.000003384642,0.0001369889,0.0001246562,0.001112288,0.00001541619,0.00001964966,0.01157577],"genre_scores_gemma":[0.00009611885,0.9950514,0.00004127112,0.00007636135,0.00004821731,0.0001002774,0.00001650365,0.00005368004,0.004516148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9561551,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07156994184937583,"score_gpt":0.3796176781458175,"score_spread":0.3080477362964417,"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."}}