{"id":"W1965507151","doi":"10.1136/jnnp-2014-309042","title":"Intravenous immunoglobulin response in treatment-nai ve chronic inflammatory demyelinating polyradiculoneuropathy","year":2014,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Grifols","keywords":"Medicine; Weakness; Chronic inflammatory demyelinating polyneuropathy; Internal medicine; Polyradiculoneuropathy; Univariate analysis; Plasmapheresis; Monoclonal gammopathy of undetermined significance; Multivariate analysis; Antibody; Gastroenterology; Immunology; Surgery; Guillain-Barre syndrome; Monoclonal; Monoclonal antibody","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001485301,0.0002105694,0.0004600477,0.0004178002,0.0001835126,0.0003865809,0.0002717621,0.0005365883,0.001774215],"category_scores_gemma":[0.00449274,0.00007993632,0.0003508978,0.0006154399,0.0002609367,0.0002744083,0.0001476155,0.0004044296,0.000213312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000370509,"about_ca_system_score_gemma":0.0002153281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006620819,"about_ca_topic_score_gemma":0.0007841935,"domain_scores_codex":[0.9988159,0.0006179775,0.000155849,0.0001250771,0.0001829859,0.0001022631],"domain_scores_gemma":[0.9961397,0.001757536,0.001640279,0.00005179844,0.0002083641,0.0002022307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001869815,0.0001437168,0.9871602,0.0001099966,0.0001401523,0.0002699645,0.00004461491,0.0002251166,0.0007643131,0.00001535322,0.0001694403,0.009087331],"study_design_scores_gemma":[0.00009239051,0.00102518,0.9961829,0.00004803174,0.00007266783,0.001252025,0.00005234446,0.0005628322,0.0003032352,0.00002522554,0.0003769207,0.000006322657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966912,0.002530186,0.0001110223,0.0001074437,0.00001183078,0.00001498523,0.000113303,0.000006014342,0.0004140028],"genre_scores_gemma":[0.99944,0.0002193951,0.00007972697,0.00003708332,0.00001536639,0.000009674241,0.0001065104,0.000001021727,0.00009122316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001774215,"threshold_uncertainty_score":0.007855117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007338689517405736,"score_gpt":0.240104349760736,"score_spread":0.2327656602433303,"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."}}