{"id":"W4378783022","doi":"10.1007/5584_2023_774","title":"Vitamin A Deficiency, COVID-19, and Rhino-Orbital Mucormycosis (Black Fungus): An Analytical Perspective","year":2023,"lang":"en","type":"article","venue":"Advances in experimental medicine and biology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Xerophthalmia; Medicine; Mucormycosis; Fungal keratitis; Measles; Vitamin A deficiency; Immunodeficiency; vitamin D deficiency; Dermatology; Immunosuppression; Immunology; Vitamin; Pediatrics; Vitamin D and neurology; Keratitis; Surgery; Internal medicine; Retinol; Vaccination","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":[0.001241143,0.0006830475,0.0008426909,0.003170229,0.0006921683,0.002337295,0.0008443705,0.001205021,0.002066701],"category_scores_gemma":[0.001135651,0.0002297679,0.0005336882,0.001478476,0.001810757,0.001350649,0.001193057,0.001522806,0.0002555251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366061,"about_ca_system_score_gemma":0.001410191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004297633,"about_ca_topic_score_gemma":0.003568691,"domain_scores_codex":[0.9996117,0.0001048627,0.0000433402,0.00006109098,0.0001061175,0.00007290278],"domain_scores_gemma":[0.9992664,0.0003113805,0.0001414669,0.00004351426,0.0001490941,0.00008798928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.006303647,0.001473279,0.1474508,0.004092749,0.0007164641,0.02277167,0.001658672,0.001735698,0.2508101,0.1352069,0.01514714,0.4126329],"study_design_scores_gemma":[0.0003350232,0.003440914,0.1963138,0.002603726,0.0008897577,0.06338096,0.008318393,0.006621612,0.09723465,0.1647602,0.4558191,0.0002819548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.115057,0.8317325,0.01159635,0.0221619,0.0008870403,0.00009081702,0.0006346577,0.00008206888,0.01775763],"genre_scores_gemma":[0.6773028,0.2948096,0.01305645,0.004505621,0.003658038,0.00008159607,0.0005205878,0.00002532511,0.006039932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004297633,"threshold_uncertainty_score":0.009911537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171143843275967,"score_gpt":0.4262451824695139,"score_spread":0.3745337440367543,"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."}}