{"id":"W4387706982","doi":"10.1099/acmi.0.000671.v2","title":"Radioimmunotherapy as a pathogen-agnostic treatment method for  opportunistic fungal infections","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Radioimmunotherapy; Immune system; Mucormycosis; Antigen; Immunosuppression; Immunology; Pathogen; Immunotherapy; Pandemic; Biology; Medicine; Antibody; Coronavirus disease 2019 (COVID-19); Monoclonal antibody; Internal medicine; Disease; Infectious disease (medical specialty); Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001343851,0.0003098203,0.0002284644,0.000353661,0.0001221141,0.0002432505,0.0002661163,0.0003289485,0.0007107344],"category_scores_gemma":[0.00007448388,0.000107479,0.0002497482,0.000212764,0.0002556978,0.0002434591,0.0001898615,0.000534962,0.000221518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882133,"about_ca_system_score_gemma":0.0001462535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002440266,"about_ca_topic_score_gemma":0.0003627545,"domain_scores_codex":[0.9999045,0.00002385646,0.000004072859,0.00002087097,0.0000272964,0.00001944641],"domain_scores_gemma":[0.9999658,0.000006742629,0.00001233987,0.000004388174,0.000004705516,0.000006070268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001363391,0.0001665895,0.0003503837,0.0003257381,0.00002389039,0.0002049532,0.00003683702,0.0003918113,0.962568,0.00083124,0.0004233998,0.03454086],"study_design_scores_gemma":[0.0000412971,0.001902015,0.002945776,0.00004204708,0.00006157993,0.002142294,0.00002609605,0.001504959,0.9652564,0.0002526933,0.02580753,0.00001732316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8134831,0.1013482,0.06777956,0.001006263,0.0004828319,0.0003568187,0.0001963269,0.0005398319,0.01480705],"genre_scores_gemma":[0.9644468,0.01753417,0.013973,0.000316445,0.0000843001,0.0001299692,0.0001063199,0.00002616496,0.003382817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007107344,"threshold_uncertainty_score":0.002377629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0894054042527378,"score_gpt":0.3926570116144848,"score_spread":0.303251607361747,"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."}}