{"id":"W4312984744","doi":"10.2139/ssrn.4276410","title":"Treatment of Infection and Inflammation Associated with COVID-19, Multi-Drug Resistant Pneumonia and Fungal Sinusitis by Nebulizing a Nanosilver Solution","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pneumonia; Coronavirus disease 2019 (COVID-19); Medicine; Sinusitis; Drug; Inflammation; Microbiology; Intensive care medicine; Virology; Immunology; Biology; Internal medicine; Pharmacology; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.0009476526,0.0001049156,0.0002253494,0.00009060147,0.0004076557,0.00001410873,0.00002450888,0.0000522038,0.00003302233],"category_scores_gemma":[0.0002406091,0.00006723502,0.00004215807,0.0001811287,0.00009871994,0.00005101923,0.00003053489,0.0006194127,3.115121e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780212,"about_ca_system_score_gemma":0.001037571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007166315,"about_ca_topic_score_gemma":0.0009550183,"domain_scores_codex":[0.9983313,0.000262589,0.0002246192,0.0001642245,0.0003699754,0.0006472971],"domain_scores_gemma":[0.9994242,0.0001086685,0.0001542566,0.00005030189,0.00005989355,0.0002026455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005949452,0.001733969,0.4021737,0.0001381674,0.00115018,0.0002188366,0.001461161,0.00002859748,0.4970655,0.002163906,0.0002142671,0.08770218],"study_design_scores_gemma":[0.07220259,0.1202414,0.7214797,0.0004781139,0.001735851,0.01799674,0.00631935,0.013208,0.01198652,0.01307043,0.01981488,0.001466454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923684,0.003215505,0.0005703989,0.003522278,0.00001852612,0.0002544918,0.00001083745,0.00001801342,0.00002157271],"genre_scores_gemma":[0.9943051,0.004967603,0.00002476182,0.00005414449,0.00004404771,0.00001906407,0.00003568734,0.000007363864,0.0005421709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.485079,"threshold_uncertainty_score":0.4655191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231333897348425,"score_gpt":0.2859053583781906,"score_spread":0.2635920194047063,"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."}}