{"id":"W3207003147","doi":"10.1111/jns.12470","title":"An approach to assessing immunoglobulin dependence in chronic inflammatory demyelinating inflammatory polyneuropathy","year":2021,"lang":"en","type":"article","venue":"Journal of the Peripheral Nervous System","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Medical Research Council Canada","keywords":"Chronic inflammatory demyelinating polyneuropathy; Medicine; Internal medicine; Cohort; Antibody; Clinical trial; Physical therapy; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.005152586,0.0004437268,0.0004574062,0.001853555,0.0004023885,0.0004341818,0.0005551224,0.0005610339,0.0009462436],"category_scores_gemma":[0.006326445,0.0001699409,0.0003357089,0.0009328497,0.000538012,0.0003769922,0.0005646519,0.000537626,0.000283928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003856908,"about_ca_system_score_gemma":0.0005941647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009949153,"about_ca_topic_score_gemma":0.001735033,"domain_scores_codex":[0.9975703,0.001220826,0.0004436155,0.0002121582,0.0004825261,0.00007047543],"domain_scores_gemma":[0.9964927,0.001526822,0.0009314033,0.0002408652,0.0006046803,0.0002034904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003661712,0.0004911161,0.8890807,0.0003543429,0.0001872217,0.0006212791,0.0004593444,0.0002868687,0.01888968,0.0002228176,0.0005588507,0.08518606],"study_design_scores_gemma":[0.0001854227,0.009506999,0.9803744,0.00008644407,0.0001079437,0.003695819,0.0004147675,0.00048573,0.002386445,0.0002037146,0.002531203,0.00002116285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755058,0.006529989,0.0114878,0.0003195124,0.00007543157,0.001649313,0.000571873,0.00005038012,0.003809712],"genre_scores_gemma":[0.9796195,0.001326461,0.01647942,0.0002878685,0.00007118941,0.001160737,0.0004008847,0.00000813185,0.0006457443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005152586,"threshold_uncertainty_score":0.02724981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234188443267229,"score_gpt":0.2613559210684667,"score_spread":0.2490140366357944,"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."}}