{"id":"W4407265641","doi":"10.1167/tvst.14.2.13","title":"Clinical and Scientific Considerations for Whole Eye Transplantation: An Ophthalmologist's Perspective","year":2025,"lang":"en","type":"article","venue":"Translational Vision Science & Technology","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"Advanced Research Projects Agency","keywords":"Perspective (graphical); Medicine; Ophthalmology; Transplantation; Optometry; Computer science; Surgery; Artificial intelligence","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":[0.01428475,0.0009607633,0.001614448,0.00143987,0.001875745,0.006807735,0.00256302,0.01728393,0.008485183],"category_scores_gemma":[0.02754892,0.0004364348,0.001534157,0.0007651898,0.004682083,0.01029253,0.002795113,0.0259284,0.0053692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216967,"about_ca_system_score_gemma":0.005562234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779032,"about_ca_topic_score_gemma":0.003533162,"domain_scores_codex":[0.9960199,0.001083789,0.0006919228,0.0003866749,0.00153985,0.0002779264],"domain_scores_gemma":[0.9764301,0.01076818,0.0008399234,0.0008817293,0.008198217,0.002881702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001648251,0.0001741536,0.0008769458,0.001717324,0.00006424962,0.003214669,0.0003395941,0.0003585046,0.001695744,0.02507351,0.698642,0.2676784],"study_design_scores_gemma":[0.0000623236,0.0002528266,0.0006362344,0.002578553,0.00006213718,0.006693629,0.0006479115,0.0003035549,0.000373376,0.02330161,0.965008,0.00007972518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006369459,0.2502097,0.002693748,0.7023884,0.03825344,0.00002671483,0.00004947672,0.000120561,0.005620977],"genre_scores_gemma":[0.01127952,0.3623022,0.008766241,0.4428124,0.1675152,0.0001188346,0.0001173742,0.0001259448,0.00696239],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01728393,"threshold_uncertainty_score":0.07554591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07743296281985568,"score_gpt":0.4901418295709739,"score_spread":0.4127088667511182,"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."}}