{"id":"W4214812961","doi":"10.26685/urncst.319","title":"Co-Administration of Menstrual Blood-Derived Stem Cells and Remdesivir for the Treatment of Severe Coronavirus Disease 2019 (COVID-19) Induced Pneumonia: A Research Protocol","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Medicine; Pneumonia; Cytokine storm; Adverse effect; Mesenchymal stem cell; Clinical trial; Coronavirus; Coronavirus disease 2019 (COVID-19); Stem cell; Internal medicine; Disease; Immunology; Pharmacology; Infectious disease (medical specialty); Pathology; Biology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01067522,0.0001437712,0.0003874744,0.0008837584,0.00134373,0.00007035889,0.0003145738,0.0001298196,0.000008857648],"category_scores_gemma":[0.002153196,0.00008844183,0.00006832103,0.001811226,0.003522974,0.0001716192,0.0002225531,0.00156238,4.16843e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523319,"about_ca_system_score_gemma":0.003378867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001258893,"about_ca_topic_score_gemma":0.00005083043,"domain_scores_codex":[0.9961084,0.0006031164,0.0006865076,0.0005970158,0.001419963,0.0005850384],"domain_scores_gemma":[0.9959044,0.002265864,0.0002589585,0.0003596937,0.0007274773,0.0004836273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01540126,0.004245549,0.1314346,0.000557128,0.000272169,0.000500139,0.0004320801,0.00001355193,0.4114194,0.003547101,0.0003645938,0.4318124],"study_design_scores_gemma":[0.07119598,0.1805902,0.3113063,0.0008736713,0.0006728633,0.0095347,0.0213482,0.007403865,0.1559674,0.1976161,0.04213912,0.001351654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078327,0.0006578978,0.000004127475,0.07832529,0.00007445437,0.01306104,0.00002126985,0.00001335615,0.000009833559],"genre_scores_gemma":[0.9951555,0.002543599,0.00007939803,0.00006990175,0.00006219967,0.001923089,0.000001449023,0.000008427146,0.0001565015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4304608,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2547431904806292,"score_gpt":0.5383202257153266,"score_spread":0.2835770352346973,"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."}}