{"id":"W4300773063","doi":"10.1080/21691401.2022.2126491","title":"The role of artificial cells in the fight against COVID-19: deliver vaccine, hemoperfusion removes toxic cytokines, nanobiotherapeutics lower free radicals and pCO <sub>2</sub> and replenish blood supply","year":2022,"lang":"en","type":"review","venue":"Artificial Cells Nanomedicine and Biotechnology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hemoperfusion; Coronavirus disease 2019 (COVID-19); Catalase; Medicine; Superoxide dismutase; Immunology; Chemistry; Hemodialysis; Enzyme; Biochemistry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002807876,0.0006914683,0.002402559,0.0006850045,0.0006798737,0.00005647419,0.0007547369,0.001052972,0.00006768711],"category_scores_gemma":[0.006274564,0.0003904359,0.0002863441,0.001269212,0.001928082,0.00004883464,0.001180989,0.001879089,0.000004709413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132915,"about_ca_system_score_gemma":0.0006784014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783313,"about_ca_topic_score_gemma":0.0003589204,"domain_scores_codex":[0.9946554,0.000644262,0.001884877,0.001208358,0.0007681595,0.0008389402],"domain_scores_gemma":[0.9887002,0.008887402,0.0006357878,0.001363997,0.00009151756,0.0003211108],"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":[0.0004108965,0.000511957,0.00004267255,0.003279517,0.0002559799,0.0003155792,0.0002116684,4.306567e-7,0.102187,0.0002744733,0.001351409,0.8911584],"study_design_scores_gemma":[0.001175062,0.001999484,0.00001809711,0.001019806,0.001008822,0.00007469344,0.0005600505,0.00006465789,0.01970793,0.000876025,0.9731219,0.0003734263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04662453,0.9322961,0.00001045718,0.01718394,0.0003054677,0.003204373,0.000246816,0.00008294425,0.0000453972],"genre_scores_gemma":[0.01249379,0.9828286,0.00004945264,0.003962938,0.0003277105,0.0001668123,0.00006342642,0.0000652902,0.00004203421],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9717705,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029456129415547,"score_gpt":0.3256364742385159,"score_spread":0.296180344822969,"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."}}