{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004081854,0.0004544998,0.000683506,0.0005331242,0.0002729529,0.001007409,0.0003449953,0.0009138205,0.002293567],"category_scores_gemma":[0.0004728418,0.0001449287,0.0004890111,0.0003892284,0.0005827592,0.001400157,0.0003999126,0.001142595,0.00121739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790292,"about_ca_system_score_gemma":0.0003924589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004113027,"about_ca_topic_score_gemma":0.0004820426,"domain_scores_codex":[0.9997789,0.00004552463,0.00002391074,0.00003793216,0.00008879809,0.00002493773],"domain_scores_gemma":[0.9997727,0.00009802295,0.00003951932,0.000007949985,0.00005932468,0.00002243625],"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":[0.0002850948,0.0001274145,0.001129806,0.01731285,0.0001938273,0.0006667427,0.0003268798,0.0008944529,0.1452812,0.01751739,0.03357529,0.7826892],"study_design_scores_gemma":[0.00002573151,0.0005968067,0.001440228,0.001342572,0.0001844042,0.002634337,0.0002392155,0.0003911917,0.04226433,0.003958937,0.9468755,0.00004692865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002945073,0.988473,0.002840674,0.001560666,0.001166389,0.00002206725,0.00004784941,0.00004577372,0.002898466],"genre_scores_gemma":[0.02089136,0.9660315,0.004138245,0.001983244,0.000829301,0.00006091846,0.0001088951,0.00002254493,0.005934094],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002293567,"threshold_uncertainty_score":0.007672727,"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."}}