{"id":"W3023457089","doi":"10.1080/01676830.2020.1760312","title":"Orbital marginal cell lymphoma and mantle cell lymphoma subclone in patient with monoclonal gammopathy of unknown significance","year":2020,"lang":"en","type":"article","venue":"Orbit","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Mantle cell lymphoma; Lymphoma; Medicine; Chronic lymphocytic leukemia; Marginal zone; Cyclin D1; Rituximab; Pathology; Cancer research; Leukemia; B cell; Immunology; Antibody; Internal medicine; Cancer; Cell cycle","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":[],"consensus_categories":[],"category_scores_codex":[0.00005862787,0.00027951,0.0005131046,0.00008140879,0.00003962202,0.00001832094,0.00008074335,0.00008433624,0.0001175424],"category_scores_gemma":[0.00001109183,0.0002166698,0.00007631455,0.0002846046,0.0001238435,0.00008044719,0.00006567615,0.00005200928,0.0000458458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171504,"about_ca_system_score_gemma":0.0002437954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003967389,"about_ca_topic_score_gemma":0.00004229249,"domain_scores_codex":[0.9983902,0.00003753432,0.0003762999,0.0004824191,0.0003708146,0.000342754],"domain_scores_gemma":[0.9991722,0.00006975546,0.0001594307,0.0002346784,0.00006879794,0.0002951781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00826886,0.01516011,0.8465081,0.001721297,0.0002239679,0.01877904,0.004964623,0.00006779958,0.022863,0.0005860974,0.003077216,0.07777988],"study_design_scores_gemma":[0.03707416,0.007211561,0.6121346,0.0003196336,0.0003178099,0.0006528146,0.0008736707,0.0008353363,0.3317573,0.00004093163,0.008117707,0.0006644061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892393,0.001815129,0.00001243638,0.0006964391,0.00004175782,0.0004983876,0.00004572211,0.0000292843,0.007621484],"genre_scores_gemma":[0.9978789,0.0001763349,0.001222618,0.0003305834,0.00005558582,0.00006998713,0.0000374673,0.00003625045,0.0001922463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3088943,"threshold_uncertainty_score":0.8835536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009066014515764362,"score_gpt":0.1984654372734132,"score_spread":0.1893994227576488,"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."}}