{"id":"W2157290593","doi":"10.1182/blood-2008-07-167700","title":"MGUS: not so benign after all","year":2008,"lang":"en","type":"letter","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Monoclonal gammopathy of undetermined significance; Multiple myeloma; Risk factor; Internal medicine; Intensive care medicine; Immunology; Monoclonal; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099746,0.0007377252,0.001038819,0.0006741562,0.002042081,0.002118,0.0009765173,0.02051841,0.005268768],"category_scores_gemma":[0.01268743,0.0003804978,0.000625398,0.0005659471,0.001667459,0.002767474,0.00058296,0.01728151,0.004614226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678402,"about_ca_system_score_gemma":0.001024363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225809,"about_ca_topic_score_gemma":0.00464494,"domain_scores_codex":[0.9987096,0.0003899674,0.0001720404,0.0001724753,0.0003855495,0.0001704657],"domain_scores_gemma":[0.9973451,0.001220351,0.0002413035,0.00008683722,0.0005890183,0.0005173948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008312661,0.00005695669,0.002727682,0.00009371487,0.00002485912,0.01162164,0.0001159522,0.00005262953,0.000237349,0.00120496,0.9671739,0.0166072],"study_design_scores_gemma":[0.0002998645,0.0002349864,0.005054749,0.0006444031,0.00008732333,0.06314248,0.001039293,0.0007584832,0.000487049,0.009781824,0.9183739,0.00009575456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001254536,0.003652484,0.0001099408,0.9680429,0.02300563,0.00001021237,0.00002667497,0.00003983332,0.003857953],"genre_scores_gemma":[0.01559172,0.005702223,0.0003778864,0.8395747,0.1309554,0.00002473939,0.00003807194,0.00002705607,0.007708231],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02051841,"threshold_uncertainty_score":0.01762581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026481431918368,"score_gpt":0.2455662312735341,"score_spread":0.2253014169543504,"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."}}