{"id":"W2031541413","doi":"10.4021/jmc.v4i10.1470","title":"A Multiple Myeloma Patient Presenting with Multiple Hepatic Masses","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plasmacytoma; Plasma cell neoplasm; Multiple myeloma; Common bile duct; Plasma cell; Radiology; Porta hepatis; Pathology; Biopsy; Jaundice; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003170978,0.0001944731,0.0005034693,0.0002019172,0.00009819134,0.00005961505,0.0001740219,0.0001120662,0.001597614],"category_scores_gemma":[0.005797228,0.0001092509,0.0001674385,0.0001930008,0.0001519968,0.0002382245,0.0000868424,0.0004963096,0.00007612073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009338163,"about_ca_system_score_gemma":0.0004265361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000650244,"about_ca_topic_score_gemma":0.0001023415,"domain_scores_codex":[0.996128,0.0001254626,0.000617245,0.0001771555,0.002499473,0.0004526846],"domain_scores_gemma":[0.9964939,0.001331532,0.000309858,0.0002221482,0.0005051809,0.001137369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007296382,0.001062204,0.9259891,0.0002049333,0.0003980008,0.01260432,0.0002206507,0.000004987647,0.0005054573,0.000002699626,0.007144529,0.05113347],"study_design_scores_gemma":[0.02192611,0.008564576,0.8909799,0.002117274,0.0003363136,0.03054692,0.002068649,0.01830014,0.01106255,0.00005715707,0.01363217,0.0004082246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942313,0.000638863,0.0002217371,0.004050571,0.0001048862,0.0004977406,0.000005354178,0.00002265449,0.000226872],"genre_scores_gemma":[0.9940671,0.0001745289,0.004862966,0.0003563694,0.0003231651,0.00003517236,0.000008326133,0.00002750061,0.0001448585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05072525,"threshold_uncertainty_score":0.9993151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043606036425374,"score_gpt":0.3092179227041086,"score_spread":0.2787818623398549,"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."}}