{"id":"W2911737469","doi":"10.1002/sctm.18-0140","title":"Allogeneic Ex Vivo Expanded Corneal Epithelial Stem Cell Transplantation: A Randomized Controlled Clinical Trial","year":2019,"lang":"en","type":"article","venue":"Stem Cells Translational Medicine","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Moorfields Eye Hospital NHS Foundation Trust; University of Edinburgh; Scottish Enterprise; UK Stem Cell Foundation","keywords":"Medicine; Stem cell; Transplantation; Limbal stem cell; Clinical endpoint; Ex vivo; Surgery; Corneal epithelium; Corneal transplantation; Randomized controlled trial; Ophthalmology; Cornea; In vivo; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00265869,0.0004946577,0.003462973,0.0002229752,0.00009561324,0.0000155228,0.0001354454,0.0003158277,0.003231447],"category_scores_gemma":[0.00001868082,0.0003239695,0.001192699,0.0002528736,0.0002975808,0.0001097012,0.000007602442,0.0003706064,0.0003340291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004191606,"about_ca_system_score_gemma":0.0003303127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002889902,"about_ca_topic_score_gemma":0.000008619341,"domain_scores_codex":[0.9945016,0.000861817,0.002378033,0.0007167222,0.001098699,0.0004431567],"domain_scores_gemma":[0.9938458,0.004635087,0.0005134632,0.0003889865,0.0001850165,0.0004316643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9813869,0.0008218559,0.003972464,0.0002382075,0.0009697866,0.000237807,0.000589258,0.00004258117,0.005246373,0.0002181195,0.0001717185,0.006104915],"study_design_scores_gemma":[0.9879746,0.001985507,0.001193592,0.0003062216,0.002527805,0.00008383802,0.0001007651,0.0005555932,0.003539358,0.0001275282,0.001309339,0.0002957821],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704445,0.001606344,0.001081126,0.001431377,0.003754185,0.008680996,0.00009712904,0.000123008,0.01278134],"genre_scores_gemma":[0.9866681,0.0008644446,0.0001521312,0.000555322,0.001266875,0.0002427885,0.0002216616,0.00005070209,0.009977996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01622358,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942935081492477,"score_gpt":0.3106649684906227,"score_spread":0.2712356176756979,"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."}}