{"id":"W3118347589","doi":"10.1017/cjn.2020.278","title":"Monoclonal Gammopathies of ‘Neurological Significance’: Paraproteinemic Neuropathies","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; POEMS syndrome; Monoclonal gammopathy of undetermined significance; Organomegaly; Polyneuropathy; Chronic inflammatory demyelinating polyneuropathy; Monoclonal; Multiple myeloma; Peripheral neuropathy; Population; Dermatology; Pathology; Internal medicine; Immunology; Monoclonal antibody; Antibody","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":[0.0002935676,0.0002240386,0.000251377,0.0006666128,0.0003519684,0.0003958766,0.0002191242,0.000283338,0.001592052],"category_scores_gemma":[0.001118729,0.0001158863,0.0001387254,0.000801028,0.000336689,0.0004705608,0.0003601349,0.0002198203,0.0002617178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861297,"about_ca_system_score_gemma":0.0002640321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103992,"about_ca_topic_score_gemma":0.00120384,"domain_scores_codex":[0.9998181,0.00002744697,0.00002989387,0.0000403976,0.00003636567,0.00004773312],"domain_scores_gemma":[0.9991634,0.0001054938,0.000511204,0.00002070343,0.00007520883,0.0001240472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006952423,0.00002466559,0.9970549,0.00001529212,0.000009627904,0.001071743,0.00004249814,0.00003449234,0.0002888636,0.00001487237,0.00005044099,0.001323048],"study_design_scores_gemma":[0.000006539983,0.0001681655,0.9823837,0.00002098228,0.00001501853,0.0166567,0.0001985287,0.0001229241,0.0001858558,0.00004282035,0.0001954301,0.000003363982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9989409,0.0002831561,0.00006207173,0.0000238436,0.000002690211,0.000006974883,0.0001109337,0.00000191108,0.0005674094],"genre_scores_gemma":[0.9994922,0.0001110723,0.00007554505,0.00002037182,0.00001302464,0.000004442777,0.0001952768,8.401033e-7,0.00008717267],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001592052,"threshold_uncertainty_score":0.005325913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226361518853298,"score_gpt":0.2652492932668249,"score_spread":0.2329856780782919,"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."}}