{"id":"W2953890358","doi":"10.14740/jh499","title":"Plasma Factors for the Differentiation of Hodgkin’s Lymphoma and Diffused Large B Cell Lymphoma and for Monitoring Remission","year":2019,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphoma; Medicine; Complete remission; Internal medicine; Plasma cell; Non-Hodgkin's lymphoma; Chemokine; Oncology; Gastroenterology; Immunology; Cancer research; Pathology; Receptor; Chemotherapy","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":[0.00009220748,0.00007642302,0.0001695999,0.00002707131,0.00006396227,0.000006542032,0.00006878441,0.0001040716,4.548867e-7],"category_scores_gemma":[0.00005144376,0.00004970642,0.0000628456,0.00001859198,0.00002935083,0.000004096903,0.00003780537,0.00002116124,3.593371e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000682748,"about_ca_system_score_gemma":0.00001874027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.431032e-7,"about_ca_topic_score_gemma":0.000001017891,"domain_scores_codex":[0.9995275,0.00001224731,0.0002133136,0.0001027892,0.00004253103,0.000101599],"domain_scores_gemma":[0.9993371,0.0001260972,0.0003020865,0.0001107945,0.00009377264,0.00003019937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002095993,0.0001223082,0.02068296,0.00009295339,0.00003670217,2.242322e-7,0.00006978263,0.000001704432,0.9740844,0.0005582819,0.0001913113,0.003949712],"study_design_scores_gemma":[0.002322979,0.000361739,0.01079213,0.00003155837,0.0000408673,0.00007185511,0.0002243285,0.0003786854,0.9794834,0.0005852574,0.005636113,0.00007112684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704849,0.0005847348,0.02845797,0.0001374692,0.00009443623,0.0002203356,0.00001231649,0.000002711037,0.000005155555],"genre_scores_gemma":[0.9934207,0.0003177223,0.006132222,0.00001272923,0.00005147397,0.000005865439,0.000006762412,0.00001023744,0.00004224278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293587,"threshold_uncertainty_score":0.2026969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208078292707613,"score_gpt":0.2770251188301333,"score_spread":0.2649443359030572,"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."}}