{"id":"W4388826652","doi":"10.1007/978-3-031-43081-7_20","title":"Diabetic Cranial Neuropathies","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cranial nerves; Diabetes mellitus; Diabetic neuropathy; Etiology; Pathological; Surgery; Internal medicine; 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":[0.0001126688,0.0006142887,0.0002775815,0.001141746,0.0005507746,0.0008636276,0.0005016663,0.0008038603,0.05439183],"category_scores_gemma":[0.0002989829,0.0001906889,0.0002979451,0.000563711,0.0004407018,0.0006555864,0.0008330759,0.001358547,0.01288185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004445901,"about_ca_system_score_gemma":0.0003902097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843667,"about_ca_topic_score_gemma":0.008411219,"domain_scores_codex":[0.9999449,0.000006912323,0.000003029459,0.00000725865,0.00002537525,0.00001257521],"domain_scores_gemma":[0.9999403,0.00002547665,0.000004451055,0.000005643719,0.00001108785,0.00001313489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00003493566,0.00007952545,0.0002078602,0.0002578574,0.00001011433,0.003173449,0.0001782017,0.0004035551,0.001020332,0.03960227,0.5406692,0.4143626],"study_design_scores_gemma":[0.000004220902,0.0000162122,0.0003586937,0.0001819287,0.000005032274,0.00568515,0.00005088057,0.00007912278,0.0001542822,0.006696674,0.9867626,0.000005250538],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001829177,0.05333462,0.001933161,0.002869087,0.00373034,0.00003280093,0.0001380793,0.0001531768,0.9359795],"genre_scores_gemma":[0.006442202,0.03569179,0.001488262,0.002062673,0.001611396,0.00002389562,0.0001507424,0.00004988936,0.9524792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05439183,"threshold_uncertainty_score":0.1819588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756723680776132,"score_gpt":0.232419378458753,"score_spread":0.2148521416509917,"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."}}