{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00493252,0.0006001325,0.001115352,0.00147731,0.0008318441,0.003884058,0.001477907,0.00508465,0.0185392],"category_scores_gemma":[0.00431832,0.0002509127,0.0007417465,0.001214696,0.002893476,0.005549438,0.001950259,0.005129671,0.005411566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350757,"about_ca_system_score_gemma":0.004062797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006492485,"about_ca_topic_score_gemma":0.001409467,"domain_scores_codex":[0.9989766,0.0003276608,0.0001005643,0.0001361818,0.0002755848,0.0001835031],"domain_scores_gemma":[0.9944174,0.002942033,0.0003160221,0.0001848749,0.001104336,0.001035335],"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":[0.0003586501,0.0002538451,0.0007217663,0.004646709,0.00004534343,0.0003753738,0.0002907191,0.0006228967,0.003556936,0.05663067,0.1084612,0.8240359],"study_design_scores_gemma":[0.0000464948,0.0002557811,0.0007731225,0.002709949,0.0000369093,0.000632277,0.0005417163,0.0004899469,0.0005446204,0.04513843,0.948788,0.00004270751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008963224,0.9368986,0.002258838,0.04619244,0.00285576,0.0000207655,0.00009794314,0.0001089852,0.01067032],"genre_scores_gemma":[0.01106588,0.9552215,0.004451895,0.01563026,0.008238804,0.0001014835,0.0002774654,0.0000316535,0.004981039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0185392,"threshold_uncertainty_score":0.06201977,"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."}}