{"id":"W2063028475","doi":"10.14740/jmc.v5i3.1674","title":"Endosonography-Guided Diagnosis of Mediastinal Involvement of Plasma Cell Dyscrasia in a Patient","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plasma cell dyscrasia; Dyscrasia; Plasma cell; Lesion; Biopsy; Radiology; Pathology; Antibody; Immunoglobulin light chain; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497851,0.0008394763,0.0009090923,0.002078308,0.001154333,0.0007979407,0.0006964331,0.00253642,0.002748037],"category_scores_gemma":[0.00173871,0.0006190815,0.0006907142,0.0008458747,0.0009570642,0.00149748,0.0008289511,0.002158185,0.000840034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008983189,"about_ca_system_score_gemma":0.0007217096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002641095,"about_ca_topic_score_gemma":0.00313288,"domain_scores_codex":[0.9997491,0.00002534916,0.00003613275,0.00006590007,0.00005086311,0.00007268086],"domain_scores_gemma":[0.9994364,0.0001424047,0.00006584309,0.00003432267,0.00005419257,0.0002667508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008296921,0.00004982054,0.01749192,0.00003174394,0.00001104646,0.977005,0.0001138785,0.00009441483,0.002560024,0.00009194861,0.0003347328,0.002132536],"study_design_scores_gemma":[0.00002175968,0.0001492268,0.01634326,0.00003729012,0.00003153368,0.9805376,0.0001382798,0.0006498168,0.001259488,0.0001849291,0.0006323452,0.00001448275],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971228,0.007055436,0.003026674,0.004138964,0.0002774399,0.0001879378,0.0003353781,0.0001841443,0.01356613],"genre_scores_gemma":[0.9947153,0.001622794,0.001436927,0.000933377,0.0002715117,0.00001349997,0.0001202822,0.00002175532,0.0008645433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002748037,"threshold_uncertainty_score":0.009193122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499538173015401,"score_gpt":0.3253149739599115,"score_spread":0.2803195922297575,"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."}}