{"id":"W4298126023","doi":"10.1186/s13223-022-00726-7","title":"A clinician’s guide for administration of high-concentration and facilitated subcutaneous immunoglobulin replacement therapy in patients with primary immunodeficiency diseases","year":2022,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Takeda Pharmaceuticals U.S.A.","keywords":"Medicine; Primary immunodeficiency; Intensive care medicine; Immunodeficiency; Adverse effect; Antibody; Quality of life (healthcare); Immunology; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009253113,0.001019016,0.001387225,0.002664435,0.0003497487,0.001240651,0.001342366,0.002537941,0.03146239],"category_scores_gemma":[0.003434308,0.0003927873,0.0008325617,0.001945489,0.0004381782,0.001831214,0.0007535481,0.003014502,0.03154978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005011258,"about_ca_system_score_gemma":0.002190016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713443,"about_ca_topic_score_gemma":0.004816205,"domain_scores_codex":[0.9991703,0.0002273408,0.000197083,0.00007499671,0.0002912403,0.00003897451],"domain_scores_gemma":[0.9983519,0.0007378688,0.0001997405,0.00005454019,0.0005573449,0.00009858515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003224572,0.00008344202,0.0001205135,0.00625476,0.00001907718,0.0004068391,0.0001054783,0.00008357302,0.0006393782,0.001822938,0.5695655,0.4208663],"study_design_scores_gemma":[0.00001635909,0.00002469996,0.000210465,0.002765111,0.00001044675,0.001189018,0.00003138626,0.00004322951,0.00006850449,0.0006796831,0.994952,0.00000914781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005408268,0.8724816,0.01052065,0.02685707,0.01122003,0.0009760381,0.002411763,0.001518231,0.07347378],"genre_scores_gemma":[0.003196081,0.8742924,0.02995708,0.02929308,0.00371572,0.001235982,0.002719999,0.0001987792,0.0553908],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03146239,"threshold_uncertainty_score":0.1052522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857786200346423,"score_gpt":0.2960004120747847,"score_spread":0.2774225500713204,"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."}}