{"id":"W2907163204","doi":"10.4084/mjhid.2019.007","title":"Bortezomib maintenance for the treatment of Monoclonal Gammopathy of Renal Significance","year":2019,"lang":"en","type":"article","venue":"Mediterranean Journal of Hematology and Infectious Diseases","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada); University of Calgary","funders":"","keywords":"Medicine; Bortezomib; Multiple myeloma; Monoclonal; Waldenstrom macroglobulinemia; Monoclonal gammopathy of undetermined significance; clone (Java method); Internal medicine; Kidney; Chronic lymphocytic leukemia; Monoclonal antibody; Oncology; Immunology; Pathology; Leukemia; Antibody; Lymphoma; Biology","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":[0.0001070529,0.0001610802,0.0004586179,0.00006108864,0.00004602543,0.000005086635,0.0001194871,0.00008063924,0.00003172685],"category_scores_gemma":[0.0001154816,0.00009864239,0.0002760273,0.00004485335,0.0002503049,0.000009056153,0.0000161284,0.00004315424,7.255845e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622405,"about_ca_system_score_gemma":0.00009619233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007687045,"about_ca_topic_score_gemma":0.00001078229,"domain_scores_codex":[0.999062,0.00006589379,0.000440121,0.0001613151,0.0001024303,0.0001682394],"domain_scores_gemma":[0.9987409,0.0002639497,0.0005448803,0.0002012176,0.0001683872,0.00008071211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001992359,0.001509266,0.961879,0.0002113155,0.001539892,0.00003040794,0.0003857942,0.0002540804,0.02068782,0.0004400944,0.003322029,0.007747997],"study_design_scores_gemma":[0.02868765,0.04095749,0.2847581,0.0005768665,0.003055348,0.00279738,0.00138146,0.0004752507,0.5989259,0.002497657,0.03497744,0.0009094613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829689,0.01502523,0.0008857357,0.0002551686,0.000379018,0.0003440809,0.00009557512,0.000002912245,0.00004342044],"genre_scores_gemma":[0.9951866,0.004364912,0.0001006937,0.00008567602,0.0001469554,0.00003218598,0.00001444175,0.00001310083,0.0000554566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6771209,"threshold_uncertainty_score":0.402252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057570533764892,"score_gpt":0.2583206289358506,"score_spread":0.2477449235982016,"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."}}