{"id":"W3081567385","doi":"10.1097/moh.0000000000000609","title":"New insights into IVIg mechanisms and alternatives in autoimmune and inflammatory diseases","year":2020,"lang":"en","type":"review","venue":"Current Opinion in Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Immunology; Intensive care medicine; Computational biology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003823908,0.0004098616,0.002216473,0.0004341084,0.00002945799,0.00001522877,0.00009514925,0.0002250691,0.00001675232],"category_scores_gemma":[0.00008396451,0.0003258498,0.0001057002,0.0002186968,0.00008152972,0.00007539694,0.0001823193,0.0003912755,0.0000156566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007649848,"about_ca_system_score_gemma":0.0003007204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002575541,"about_ca_topic_score_gemma":0.00001154429,"domain_scores_codex":[0.9983056,0.0001378912,0.0006534146,0.000550243,0.0001240354,0.0002287915],"domain_scores_gemma":[0.9992142,0.0001591068,0.0002214566,0.0001895804,0.00001347121,0.0002021661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003454047,0.0001984201,0.002036588,0.03380073,0.0001331739,0.0005647379,0.0004780598,4.900906e-8,1.922759e-7,0.01194607,0.000142754,0.9506647],"study_design_scores_gemma":[0.002999011,0.0001847689,0.00161171,0.0397253,0.0002470069,0.0007667756,0.00006709813,0.00005511094,9.304517e-7,0.009511545,0.9444157,0.0004149943],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004978372,0.9971943,0.00007867042,0.0001355645,0.001077623,0.0009474251,0.000008769324,0.0000339537,0.00002583603],"genre_scores_gemma":[0.0004657989,0.9989049,0.0001524537,0.00001059865,0.00006030877,0.0001405404,0.000223741,0.00003246103,0.000009203108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9502497,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04958620793475654,"score_gpt":0.3686189722691074,"score_spread":0.3190327643343509,"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."}}