{"id":"W2784128830","doi":"10.1002/mus.26054","title":"High frequency of MGUS in DSP","year":2018,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto; University Health Network","funders":"Juvenile Diabetes Research Foundation United Kingdom; Canadian Diabetes Association","keywords":"Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006918077,0.00007439377,0.0001739428,0.00005502632,0.00001850376,0.000003404148,0.00006075162,0.00004522747,0.0005415932],"category_scores_gemma":[0.0000647308,0.00006342735,0.00005027542,0.0001910507,0.00008004278,0.00004193075,0.00002418216,0.00008327301,0.00003182076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001735063,"about_ca_system_score_gemma":0.00003110628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388594,"about_ca_topic_score_gemma":0.000868655,"domain_scores_codex":[0.9993719,0.00002239164,0.0001813852,0.00014391,0.0001163151,0.0001641236],"domain_scores_gemma":[0.9996262,0.00001335731,0.00003996483,0.0002135291,0.00005154796,0.00005537293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005086915,0.00135137,0.2268927,0.0003882467,0.00005245701,0.0006680508,0.003081673,0.00001436763,0.6403994,0.00736658,0.01689918,0.1023772],"study_design_scores_gemma":[0.002846632,0.0009959154,0.9801673,0.000121265,0.00002218301,0.00001069715,0.0002975861,0.00009525964,0.008575635,0.001489094,0.005214487,0.0001639134],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877855,0.0002134034,0.00001353543,0.0005313582,0.0002366297,0.0001014849,0.000004421574,0.00002504572,0.01108861],"genre_scores_gemma":[0.9984306,0.00001865162,0.000429433,0.0006136753,0.0001357377,0.00000498545,0.000004181928,0.00001251043,0.0003502103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7532746,"threshold_uncertainty_score":0.5930066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01500620971033389,"score_gpt":0.253026765770033,"score_spread":0.2380205560596991,"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."}}