{"id":"W4384830662","doi":"10.2147/opth.s401262","title":"Association Between Vitamin Deficiencies and Ophthalmological Conditions","year":2023,"lang":"en","type":"review","venue":"Clinical ophthalmology","topic":"Vitamin C and Antioxidants Research","field":"Nursing","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Memorial University of Newfoundland; University of Toronto","funders":"","keywords":"Medicine; Vitamin A deficiency; Vitamin; Vitamin D and neurology; Epidemiology; Xerophthalmia; Vitamin B12; Pediatrics; Physiology; Dermatology; Intensive care medicine; Ophthalmology; Retinol; Pathology; Endocrinology","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":[0.0004201671,0.0004256465,0.0007893693,0.00217371,0.0003149891,0.0007715542,0.0004327459,0.0006073201,0.004074079],"category_scores_gemma":[0.002259125,0.0001572456,0.0007693395,0.002157626,0.0003574895,0.0005134027,0.0005184119,0.0008749828,0.0005825171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004829096,"about_ca_system_score_gemma":0.001287905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003588481,"about_ca_topic_score_gemma":0.004907876,"domain_scores_codex":[0.9996228,0.00007268783,0.00007506545,0.00007091495,0.0001256912,0.00003273343],"domain_scores_gemma":[0.9992474,0.0004305329,0.0001397917,0.00001769015,0.0001388962,0.00002563236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001676679,0.0001015164,0.008067592,0.05192059,0.0006125495,0.001100218,0.0002452479,0.0001886209,0.001210653,0.002443386,0.02708088,0.9068611],"study_design_scores_gemma":[0.00005484941,0.0001922675,0.03822679,0.06092223,0.002478439,0.02235135,0.0006207389,0.0002221939,0.001431766,0.004689435,0.8687477,0.00006225711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006364889,0.9973017,0.00009656355,0.0003179487,0.00009604464,0.000006706317,0.00005087931,0.000006119014,0.001487543],"genre_scores_gemma":[0.004839873,0.9942167,0.0002143867,0.0001568573,0.00009950189,0.000006751335,0.00007133161,0.00000136501,0.0003932667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004074079,"threshold_uncertainty_score":0.01362914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3410206193690525,"score_gpt":0.5318247683116961,"score_spread":0.1908041489426436,"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."}}