{"id":"W3034380961","doi":"10.1097/ico.0000000000002387","title":"Outcomes of Descemet Membrane Endothelial Keratoplasty in Aphakic and Aniridic Patients","year":2020,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Hyphema; Descemet membrane; Ophthalmology; Visual acuity; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.00005878525,0.00009914845,0.0003151273,0.00005284653,0.00001531187,0.000004400072,0.00003454786,0.00004404895,0.0001488842],"category_scores_gemma":[0.0003026165,0.00008338562,0.00005210798,0.0001784917,0.00005363219,0.0000461195,0.00003366851,0.0000914817,0.00001409509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008884955,"about_ca_system_score_gemma":0.0000380075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003563961,"about_ca_topic_score_gemma":0.0000177148,"domain_scores_codex":[0.9993069,0.00002506518,0.0002276764,0.0001733082,0.0001296194,0.0001374814],"domain_scores_gemma":[0.9996064,0.00009089204,0.00005045506,0.00009472586,0.00003226527,0.0001252391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000395348,0.0001725946,0.9912234,0.00009814697,0.0000167835,0.0000162446,0.0002871284,0.000002081722,0.001547771,0.00004633199,0.0002270528,0.005967096],"study_design_scores_gemma":[0.003803257,0.0003669279,0.9894652,0.00003338351,0.00003423714,0.000002824511,0.00008772041,0.0002076989,0.00393327,0.00003595997,0.001922226,0.000107324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981678,0.000145341,0.00002102571,0.0004134599,0.00007700813,0.0001978353,0.00002214235,0.00002092007,0.0009344755],"genre_scores_gemma":[0.9987862,0.00005881674,0.0000410157,0.001019151,0.00001971942,0.000005017382,0.00001597195,0.00001014473,0.00004400186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005859772,"threshold_uncertainty_score":0.3400367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036474256054855,"score_gpt":0.2343462232113465,"score_spread":0.2139814806507979,"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."}}