{"id":"W3185830889","doi":"","title":"Visual Outcomes and Complications of Corneal Transplant With and Without Previous Glaucoma Surgery","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Corneal Transplant; Glaucoma; Ophthalmology; Glaucoma surgery; Surgery; Corneal transplantation; Optometry; Cornea","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004718056,0.0001765269,0.0005268881,0.0001350801,0.0002236445,0.0000215796,0.00006576753,0.00007086564,0.00003143583],"category_scores_gemma":[0.0003693896,0.0001313902,0.00004475021,0.0005173284,0.005763104,0.0001580523,0.00005154157,0.0001681303,0.000002319845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001910645,"about_ca_system_score_gemma":0.0006405171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006216753,"about_ca_topic_score_gemma":0.000005410237,"domain_scores_codex":[0.9985088,0.0001269406,0.0002944584,0.0004835307,0.0002856404,0.0003006352],"domain_scores_gemma":[0.9986529,0.0004652644,0.0001343787,0.0001702973,0.0002990999,0.0002780043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006399714,0.0001364608,0.8294954,0.0000596956,0.00004705583,0.0003090945,0.0005331313,2.067032e-7,0.1688356,0.0003141122,0.000003873402,0.0002013868],"study_design_scores_gemma":[0.0002884064,0.0003586496,0.8306067,0.0001707691,0.00007007805,0.005199893,0.0001647049,0.00009834256,0.1626762,0.0002337082,0.00000959603,0.0001229863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982467,0.000271691,0.00001669294,0.0007411706,0.00005313959,0.0002053799,0.00001082554,0.00002010624,0.0004343268],"genre_scores_gemma":[0.9981466,0.00002447381,0.001317738,0.0003893222,0.00001366347,0.00001850521,0.00001320852,0.00001025806,0.00006625118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006159378,"threshold_uncertainty_score":0.9969426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04258928982360492,"score_gpt":0.3347278751808721,"score_spread":0.2921385853572672,"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."}}