{"id":"W2028634883","doi":"10.1097/00003226-200001000-00002","title":"Three Decades of Corneal Transplantation: Indications and Patient Characteristics","year":2000,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Keratoconus; Medicine; Etiology; Corneal transplantation; Dermatology; Bullous keratopathy; Retrospective cohort study; Ophthalmology; Dystrophy; Corneal dystrophy; Transplantation; Surgery; Cornea; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005824554,0.0001683587,0.0003461364,0.001520152,0.0005398279,0.0006073265,0.0003115581,0.000615317,0.002220154],"category_scores_gemma":[0.00341736,0.000152181,0.0004688554,0.001873496,0.0003567424,0.0005663575,0.000466954,0.0004870222,0.0004335581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005621411,"about_ca_system_score_gemma":0.000841863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625194,"about_ca_topic_score_gemma":0.004046672,"domain_scores_codex":[0.9994702,0.00006480081,0.0001202098,0.00008919957,0.0001143581,0.0001412055],"domain_scores_gemma":[0.9957191,0.0007308021,0.002490307,0.00009267341,0.0003595174,0.0006076181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004913288,0.000006569513,0.997619,0.00001067903,0.00001023033,0.0004671787,0.00005822,0.00001866808,0.0000590438,0.00001152691,0.0001051591,0.001584518],"study_design_scores_gemma":[0.000003684856,0.00004803707,0.9924443,0.00004077001,0.00001513267,0.006515309,0.0003038064,0.00004145737,0.0000427896,0.00002269679,0.000517207,0.000004693966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940761,0.003839785,0.00008050856,0.0001699307,0.00001589484,0.00001097051,0.0007682023,0.000007591923,0.001030925],"genre_scores_gemma":[0.9978015,0.001118482,0.00007629642,0.00007685728,0.00003221063,0.00001494335,0.0007590145,0.000004028647,0.0001165544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003625194,"threshold_uncertainty_score":0.007427156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477365068346702,"score_gpt":0.2403400048846399,"score_spread":0.2255663542011729,"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."}}