{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002458669,0.0002784496,0.0002898111,0.001300787,0.0004092084,0.0004413915,0.0002305577,0.0004321803,0.002844342],"category_scores_gemma":[0.001140338,0.00013084,0.0001618753,0.0007856539,0.0003151072,0.0003274107,0.000367431,0.0002473982,0.0002883883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220472,"about_ca_system_score_gemma":0.000150482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009270373,"about_ca_topic_score_gemma":0.0008238342,"domain_scores_codex":[0.9996908,0.00005123172,0.00003858306,0.00008752514,0.00007437399,0.00005747884],"domain_scores_gemma":[0.9990335,0.0001461189,0.0005475344,0.00003457014,0.00008349839,0.0001549319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009330869,0.00001546777,0.9959171,0.00001522546,0.0000159627,0.0009047851,0.00005228222,0.00001776802,0.0009551466,0.00001438613,0.00004242471,0.001956144],"study_design_scores_gemma":[0.000003885725,0.00008910641,0.9926246,0.000006457064,0.00001437704,0.006738002,0.00009473657,0.00004794573,0.0002075583,0.00003156306,0.0001393253,0.000002537774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991399,0.000283515,0.00005646927,0.00001442672,0.000003038775,0.000003230431,0.00005555081,0.000003919662,0.0004398825],"genre_scores_gemma":[0.9997286,0.00006458137,0.00004297909,0.00001053284,0.000009353425,0.000001341503,0.00007208799,7.250242e-7,0.00006968615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002844342,"threshold_uncertainty_score":0.009515226,"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."}}