{"id":"W2625781879","doi":"10.17576/mh.2017.1201.13","title":"A Rare Occurrence of Plasma Cell Myeloma with Biclonal Gammopathy","year":2017,"lang":"en","type":"article","venue":"Medicine & health","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Diagnostic Services Manitoba","funders":"","keywords":"Multiple myeloma; Plasma Cell Myeloma; Medicine; Gammopathy; Plasma cell; Monoclonal gammopathy; Internal medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000435868,0.0002150352,0.0006677333,0.0001617072,0.0003581161,0.00001060757,0.0002495783,0.00005481573,0.0003269999],"category_scores_gemma":[0.0002962253,0.0001308455,0.00005351078,0.0001178283,0.0005512132,0.00008178106,0.0000658859,0.0002900125,0.00005227057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123632,"about_ca_system_score_gemma":0.001007262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338704,"about_ca_topic_score_gemma":0.0001981401,"domain_scores_codex":[0.9977847,0.00006656413,0.0003871234,0.0003614909,0.0008361916,0.0005639313],"domain_scores_gemma":[0.9976913,0.000103278,0.000384884,0.0008829843,0.0001985336,0.000738993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002975468,0.0007999811,0.8254396,0.002042083,0.00009312735,0.001345204,0.001707936,9.751683e-7,0.001125133,0.000078868,0.01453922,0.1498524],"study_design_scores_gemma":[0.01893708,0.01096025,0.9520468,0.00192819,0.00007789095,0.0003932119,0.0004571184,0.0003583172,0.004069178,0.00002758439,0.0105567,0.0001876641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788324,0.0009111174,0.00008690102,0.01128903,0.0001438001,0.0008291368,0.00008311409,0.00003975906,0.007784727],"genre_scores_gemma":[0.9970269,0.000283116,0.001022744,0.0004253427,0.0002064062,0.0000328863,0.0001073159,0.00001806015,0.0008771936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496647,"threshold_uncertainty_score":0.5335724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0499805626820054,"score_gpt":0.3620232950929863,"score_spread":0.3120427324109808,"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."}}