{"id":"W1972945019","doi":"10.1097/00003226-200103000-00002","title":"Corneal Graft Outcome Study","year":2001,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Corneal Transplant; Corneal transplantation; Surgery; Corneal graft; Univariate analysis; Corneal neovascularization; Retrospective cohort study; Glaucoma; Population; Transplantation; Multivariate analysis; Ophthalmology; Cornea; Neovascularization; Internal medicine","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":[0.0007741724,0.0002856939,0.0002957436,0.000738017,0.0004044556,0.0004666472,0.0002559488,0.000213691,0.006441486],"category_scores_gemma":[0.001117846,0.00008243095,0.0004103512,0.0007768232,0.0002441239,0.000327929,0.0005668384,0.0003955305,0.001085949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149132,"about_ca_system_score_gemma":0.001116569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003337984,"about_ca_topic_score_gemma":0.004855205,"domain_scores_codex":[0.9995199,0.0001041419,0.00006128009,0.00006527761,0.0001328169,0.0001165874],"domain_scores_gemma":[0.9990289,0.0001018177,0.0003598467,0.00007519319,0.0002134585,0.0002207782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001462116,0.0002024794,0.9842629,0.0001769894,0.0001352415,0.0004687628,0.00009509236,0.00006972322,0.0002557147,0.0001281553,0.001905462,0.01083744],"study_design_scores_gemma":[0.0005200945,0.00150194,0.9870474,0.0001038847,0.0002190764,0.002421542,0.000340305,0.000225626,0.0004163121,0.000152783,0.007038552,0.00001257122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810914,0.001366643,0.0004510128,0.0002503307,0.00004579848,0.0003546697,0.008271246,0.00001978558,0.00814909],"genre_scores_gemma":[0.9893016,0.0004027419,0.0002978564,0.0001842336,0.00005867054,0.0002647831,0.007749171,0.000006973823,0.001734129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006441486,"threshold_uncertainty_score":0.02154887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06122946160181433,"score_gpt":0.3318702825376725,"score_spread":0.2706408209358582,"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."}}