{"id":"W4403130581","doi":"10.1186/s13223-024-00914-7","title":"Infusion parameters, safety, and practical guidance for the manual administration of subcutaneous immunoglobulin 20% (Ig20Gly)","year":2024,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Manitoba; Ottawa Hospital","funders":"Takeda Pharmaceuticals International","keywords":"Medicine; Tolerability; Infusion pump; Route of administration; Anesthesia; Intensive care medicine; Adverse effect; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005419893,0.0007503347,0.001313541,0.001338956,0.0002720745,0.001887328,0.001187117,0.001815608,0.004645121],"category_scores_gemma":[0.01351681,0.0002831068,0.001509748,0.001056527,0.0005842071,0.001488607,0.0005846268,0.001994725,0.002084917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008715949,"about_ca_system_score_gemma":0.002020753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797198,"about_ca_topic_score_gemma":0.001958413,"domain_scores_codex":[0.9943316,0.002111899,0.001228815,0.0002896921,0.001885737,0.000152176],"domain_scores_gemma":[0.9930535,0.004338811,0.001423445,0.0001438804,0.0009544424,0.00008598849],"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":[0.0007550778,0.0001853257,0.001165659,0.03501154,0.0002131079,0.0003970614,0.0003079466,0.001121495,0.002903619,0.00468594,0.03408516,0.9191682],"study_design_scores_gemma":[0.0002956219,0.001356539,0.007864146,0.03936046,0.0009169416,0.003727277,0.0003550775,0.001291911,0.006762867,0.00421541,0.933708,0.0001457724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005815746,0.9669899,0.009442364,0.004119905,0.0005543978,0.0003512983,0.0009499945,0.0002298683,0.01154654],"genre_scores_gemma":[0.05158027,0.9070755,0.02802732,0.005052739,0.0008187568,0.001088379,0.001750625,0.0001371643,0.00446924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005419893,"threshold_uncertainty_score":0.02866352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787050368319293,"score_gpt":0.3743402590658023,"score_spread":0.3364697553826094,"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."}}