{"id":"W2478922766","doi":"10.17925/eor.2015.09.02.111","title":"Cornea Regeneration as an Alternative to Human Donor Transplantation","year":2015,"lang":"en","type":"article","venue":"European Ophthalmic Review","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal","funders":"","keywords":"Regeneration (biology); Cornea; Corneal transplantation; Medicine; Transplantation; Optometry; Ophthalmology; Surgery; Biology; Cell biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005291309,0.0001569691,0.000287884,0.00005197522,0.00005953595,0.0000212831,0.0000865636,0.00001527641,0.0002167395],"category_scores_gemma":[0.00006581254,0.0001264869,0.00007805521,0.0001590338,0.0000147437,0.0001376587,0.00001532353,0.00007960614,0.001956325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007063278,"about_ca_system_score_gemma":0.00004040839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005938147,"about_ca_topic_score_gemma":0.000003193437,"domain_scores_codex":[0.9986468,0.0003668786,0.0003211678,0.0003056214,0.0002154616,0.0001440648],"domain_scores_gemma":[0.9991109,0.00001403007,0.00008758255,0.0003215293,0.0001143991,0.0003515443],"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":[0.002454563,0.004326354,0.05342489,0.009860802,0.0009918147,0.03770406,0.009478057,0.0001553509,0.02669078,0.005755291,0.04015007,0.8090079],"study_design_scores_gemma":[0.01496302,0.01790375,0.2686956,0.0413506,0.003726694,0.02398422,0.0002291155,0.0001510491,0.01920041,0.001435679,0.6055152,0.00284463],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8906783,0.008113624,0.0001245003,0.0006073212,0.0002225993,0.0009835823,0.00001258248,0.00007394487,0.09918348],"genre_scores_gemma":[0.9872007,0.006139002,0.0002526898,0.002103894,0.0002828535,0.00002535934,0.0007317628,0.00004081167,0.00322294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8061633,"threshold_uncertainty_score":0.9988208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114589097427597,"score_gpt":0.3709982732673178,"score_spread":0.2564091758397208,"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."}}