{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029606,0.0003031217,0.0004879493,0.0002498576,0.0002237701,0.00005890273,0.000178371,0.0001833778,0.02228953],"category_scores_gemma":[0.000640366,0.0002574468,0.0002159651,0.0001907689,0.0002106376,0.00003704795,0.001063119,0.000823492,0.0001011894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944764,"about_ca_system_score_gemma":0.0009668262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008551209,"about_ca_topic_score_gemma":0.00006295033,"domain_scores_codex":[0.9980944,0.00005094275,0.0004083344,0.0006836194,0.0004463943,0.0003162888],"domain_scores_gemma":[0.9983174,0.0002032092,0.0001280473,0.0005551685,0.00006691392,0.0007292587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002175714,0.00714453,0.2269583,0.02540351,0.001989307,0.01041217,0.02637677,0.001659118,0.005155433,0.1442428,0.5263047,0.02217761],"study_design_scores_gemma":[0.01636181,0.006649389,0.4645577,0.001335523,0.007192933,0.008929432,0.040007,0.01705606,0.000607438,0.05510918,0.3751004,0.00709319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408526,0.0009714877,0.001240659,0.01024249,0.0004115579,0.001108493,0.0002935829,0.0002620334,0.1446172],"genre_scores_gemma":[0.9681431,0.0003816656,0.002069639,0.003542568,0.0001444086,0.0001897561,0.0004241013,0.00003470868,0.02507007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375994,"threshold_uncertainty_score":0.9999878,"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."}}