{"id":"W3131252046","doi":"10.1016/j.hemonc.2021.01.001","title":"Subcutaneous immunoglobulin in allogeneic hematopoietic cell transplant patients","year":2021,"lang":"en","type":"article","venue":"Hematology/Oncology and Stem Cell Therapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Augmentium Pharma Consulting (Canada); Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"CSL Behring","keywords":"Hematopoietic cell; Antibody; Hematopoietic stem cell transplantation; Immunology; Medicine; Haematopoiesis; Transplantation; Biology; Stem cell; Internal medicine; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003192729,0.0004097748,0.001130985,0.0001886298,0.0001216594,0.00001601945,0.0001392751,0.0006996559,0.0003550813],"category_scores_gemma":[0.00000461043,0.0003764424,0.0001619559,0.0003132738,0.0001902231,0.00005847008,0.00002663345,0.0004780595,0.0001133651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053665,"about_ca_system_score_gemma":0.0003437071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000127117,"about_ca_topic_score_gemma":0.00004122514,"domain_scores_codex":[0.9970668,0.0004288505,0.0008824025,0.0007255278,0.0002534169,0.0006430214],"domain_scores_gemma":[0.9985419,0.0004770335,0.0001841848,0.0004413798,0.000134679,0.000220858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005756431,0.006766842,0.8184335,0.002827778,0.0003076029,0.02461861,0.01815482,0.00001753531,0.1095737,0.001747818,0.0003970132,0.01139834],"study_design_scores_gemma":[0.04918104,0.005426727,0.07878578,0.0008961642,0.0005193381,0.03836435,0.004690553,0.0001359883,0.8055797,0.00101807,0.0135853,0.001816933],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770811,0.01253082,0.0001682924,0.0005749308,0.000345755,0.0007896435,0.00001950766,0.00008114548,0.008408871],"genre_scores_gemma":[0.9891922,0.008064314,0.000673558,0.000988145,0.00002522046,0.00008675427,0.0001343104,0.00005355502,0.0007819107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7396477,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485017200260733,"score_gpt":0.2536545451135334,"score_spread":0.2388043731109261,"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."}}