{"id":"W4380450205","doi":"10.1097/ijg.0000000000002250","title":"Outcomes of XEN Stent in Patients With Glaucoma and Previous Corneal Transplantation","year":2023,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Corneal transplantation; Stent; Ophthalmology; Glaucoma medication; Transplantation; Surgery; Cornea; Complication; Open angle glaucoma; Glaucoma surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.000220345,0.00009024699,0.0003688164,0.000229981,0.00001680281,0.000005549668,0.00004133339,0.00004009287,0.00001710173],"category_scores_gemma":[0.00004204176,0.00006093557,0.00006990365,0.0002459082,0.00003593939,0.0001010561,0.000008550517,0.0001221073,0.000001851993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002221254,"about_ca_system_score_gemma":0.0000511935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002858025,"about_ca_topic_score_gemma":0.00003975972,"domain_scores_codex":[0.9990312,0.00003631505,0.0004263827,0.0000778215,0.0002990834,0.0001291325],"domain_scores_gemma":[0.9993926,0.0001173612,0.0002269085,0.00007534061,0.0001014168,0.00008640419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00193548,0.0002207816,0.9912484,0.0001237385,0.00006557284,0.0001399091,0.0004031379,5.977885e-7,0.00004686173,0.00001354277,0.000104553,0.005697425],"study_design_scores_gemma":[0.004779658,0.000992558,0.9934376,0.0002096758,0.0001017895,0.00005856126,0.0001335527,0.00002955271,0.00007939272,0.00004701811,0.00007093699,0.0000597009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991718,0.0001086517,0.00001916247,0.0003145405,0.00008337734,0.0001752966,0.000006286245,0.000008324356,0.0001125609],"genre_scores_gemma":[0.9995846,0.0001711699,0.00008217906,0.00008071992,0.00001504804,0.000001386008,0.00001002601,0.000009361663,0.00004554811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005637725,"threshold_uncertainty_score":0.2484881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009666525469897571,"score_gpt":0.2386855406526714,"score_spread":0.2290190151827738,"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."}}