{"id":"W3099090084","doi":"10.14740/jh554","title":"Unraveling the Mystery of Gray Zone Lymphoma in Human Immunodeficiency Virus-Seropositive Patients: Two Cases","year":2020,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphoma; CD30; Hepatosplenomegaly; Pathology; Lymph node biopsy; Generalized lymphadenopathy; Vincristine; CHOP; Rituximab; Anaplastic large-cell lymphoma; Diffuse large B-cell lymphoma; Lymph node; Internal medicine; Cyclophosphamide; Chemotherapy; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001632267,0.0001293816,0.0006206433,0.0001186016,0.00005721976,0.000007303421,0.0001212482,0.00005300678,0.00003609045],"category_scores_gemma":[0.0001596353,0.00007560713,0.0001679993,0.000180931,0.0001064092,0.0000664788,0.00004616037,0.000101754,0.000006471195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128409,"about_ca_system_score_gemma":0.0001175685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010336,"about_ca_topic_score_gemma":0.00003227428,"domain_scores_codex":[0.9985786,0.0001113457,0.0007816009,0.0001177344,0.0002327625,0.0001779754],"domain_scores_gemma":[0.9987931,0.0002530225,0.0005300933,0.0001329109,0.0002174078,0.00007341294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001073366,0.003544952,0.9668772,0.0001761946,0.0004507792,0.004260464,0.004924939,0.00004298602,0.0105282,0.003250158,0.0004347865,0.004435959],"study_design_scores_gemma":[0.03401301,0.01001449,0.7411512,0.001494618,0.0008530798,0.01182438,0.004792972,0.0001556308,0.1943311,0.0003355358,0.0006934804,0.000340469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956446,0.002475323,0.00005694922,0.001305685,0.00011104,0.000168456,0.000006502577,0.000004170962,0.0002272503],"genre_scores_gemma":[0.9989904,0.0001038253,0.0001395217,0.0006992269,0.00004418371,0.000004256462,0.000003853098,0.00001091363,0.000003844744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225726,"threshold_uncertainty_score":0.3083169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078634700916917,"score_gpt":0.2895606301775417,"score_spread":0.2687742831683725,"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."}}