{"id":"W4225255161","doi":"10.31219/osf.io/3e28s","title":"COVID-19: Vitamin A deficiency and rhino-orbital mucormycosis (Black Fungus)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Xerophthalmia; Mucormycosis; Vitamin A deficiency; Medicine; Immunodeficiency; vitamin D deficiency; Dermatology; Immunology; Vitamin; Vitamin D and neurology; Internal medicine; Pathology; Immune system; Retinol","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":[0.0002475789,0.000781623,0.0005395815,0.0008602479,0.001112776,0.0007998846,0.0003256239,0.001410072,0.00594883],"category_scores_gemma":[0.0006972446,0.0001546339,0.00055541,0.0008756446,0.0004873721,0.0005590013,0.0008218889,0.0009082222,0.001177433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007386812,"about_ca_system_score_gemma":0.0007150801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006051602,"about_ca_topic_score_gemma":0.00280013,"domain_scores_codex":[0.9996905,0.00004157255,0.00005472608,0.00005957912,0.00006140392,0.00009222789],"domain_scores_gemma":[0.9997635,0.00003156419,0.00007425508,0.000009777104,0.00004582815,0.00007502262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.004700472,0.0009563519,0.3653154,0.002982234,0.0003012067,0.4073464,0.0008552195,0.0002415906,0.03281293,0.006415315,0.04289726,0.1351757],"study_design_scores_gemma":[0.0002105576,0.0009417609,0.2097531,0.0009666466,0.0002756094,0.6545811,0.0006556797,0.0003403865,0.006042377,0.00156654,0.1246038,0.00006253237],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7316122,0.1595859,0.004217103,0.01485259,0.002475284,0.0008273022,0.004806509,0.0005611802,0.08106195],"genre_scores_gemma":[0.9565016,0.01876028,0.001748676,0.003160636,0.0008234843,0.0001225091,0.002452763,0.00003583865,0.01639421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006051602,"threshold_uncertainty_score":0.01990086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284256225217321,"score_gpt":0.310329410611587,"score_spread":0.2819037880898549,"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."}}