{"id":"W4416977927","doi":"10.1007/s40123-025-01286-w","title":"Current Landscape and Future Prospects of Corneal Regenerative Medicine","year":2025,"lang":"en","type":"article","venue":"Ophthalmology and Therapy","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Regenerative medicine; Transplantation; Mesenchymal stem cell; Stromal cell; Stem cell; Cornea; Corneal transplantation; Regeneration (biology); Decellularization","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":[],"consensus_categories":[],"category_scores_codex":[0.0000831319,0.00010737,0.0003079707,0.00007268073,0.00005807785,0.000001882442,0.00001990694,0.00007602129,0.0001938081],"category_scores_gemma":[0.000009006583,0.00006915023,0.00002435391,0.0001207236,0.0001716957,0.00001914131,0.00001440873,0.00009891055,7.181575e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004721376,"about_ca_system_score_gemma":0.00003264345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000862028,"about_ca_topic_score_gemma":4.680377e-7,"domain_scores_codex":[0.9994898,0.00004137644,0.0001321538,0.0001852168,0.00004904794,0.0001024245],"domain_scores_gemma":[0.9996784,0.0000721407,0.000046185,0.0001102993,0.00004389856,0.00004903043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001375131,0.0002645379,0.9031472,0.00007219217,0.0002331391,0.0002143767,0.000369614,5.038733e-8,0.0009162413,0.007452196,0.0004356201,0.08551966],"study_design_scores_gemma":[0.004505882,0.001432798,0.9769497,0.0001364995,0.00007399342,0.001171821,0.00009129599,0.00001220608,0.002913315,0.003697959,0.008932302,0.0000822208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934423,0.05688411,0.000002360405,0.001764786,0.000301109,0.00021549,0.000004018389,0.000008904205,0.006396226],"genre_scores_gemma":[0.9914868,0.007568122,0.00002834166,0.0001001842,0.0001625592,0.00001578443,0.00001841584,0.000004228582,0.0006155245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08543744,"threshold_uncertainty_score":0.2819864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228761390290624,"score_gpt":0.3235430314222817,"score_spread":0.3012554175193755,"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."}}