{"id":"W1999880924","doi":"10.1097/01.cnd.0000205575.26451.e4","title":"Diagnosis and Treatment of Chronic Immune-mediated Neuropathies","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Neuromuscular Disease","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Chronic inflammatory demyelinating polyneuropathy; Clinical trial; Gamma globulin; Immune system; Drug; Multifocal motor neuropathy; Immunology; Intensive care medicine; Internal medicine; Antibody; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002550437,0.000197339,0.0008408796,0.0001081842,0.00004323851,0.00001630134,0.00008904055,0.00006511463,0.00005969229],"category_scores_gemma":[0.00115364,0.000138692,0.0008378382,0.0001553348,0.0002587785,0.00009999131,0.00003213315,0.0002053427,0.00000331937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002060802,"about_ca_system_score_gemma":0.0002485414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002785148,"about_ca_topic_score_gemma":0.000007267563,"domain_scores_codex":[0.9974856,0.0002676563,0.001437833,0.0002212364,0.0003880268,0.0001996123],"domain_scores_gemma":[0.9979961,0.0004473397,0.0006205034,0.0002953225,0.0001768707,0.0004638947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004973885,0.01084831,0.881332,0.0004388792,0.0002853194,0.007384506,0.00003408436,0.0002053978,0.00650214,0.00005857013,0.001755914,0.08618098],"study_design_scores_gemma":[0.006348876,0.005512082,0.9645045,0.0001359139,0.0006428058,0.00006855884,0.00001275789,0.0003419676,0.000222632,0.00009080995,0.02200028,0.0001187967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817666,0.01599344,0.00001240442,0.001467063,0.0004386169,0.0002169512,0.00001643986,0.00001493863,0.00007357038],"genre_scores_gemma":[0.9773677,0.02158923,0.00005353667,0.0003509553,0.0005367317,0.000005903209,0.00000623979,0.00002895542,0.00006072911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08606219,"threshold_uncertainty_score":0.5655695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029078722149759,"score_gpt":0.3236731109935984,"score_spread":0.2945943888438394,"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."}}