{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003512813,0.0002270912,0.0003904853,0.0008366654,0.0007687122,0.0008019583,0.0002284849,0.0004271222,0.001529048],"category_scores_gemma":[0.001594097,0.0001711395,0.0006112712,0.0006753725,0.0005549169,0.0004571601,0.0005028697,0.0004748486,0.0001754964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000658054,"about_ca_system_score_gemma":0.0005638693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468693,"about_ca_topic_score_gemma":0.003166,"domain_scores_codex":[0.9996932,0.00003348162,0.00004898951,0.00004245669,0.00008452077,0.00009746836],"domain_scores_gemma":[0.9987081,0.0001988131,0.000668678,0.00006718437,0.00007606687,0.0002811203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001356617,0.00004310288,0.9924747,0.00001373694,0.00003153246,0.004684315,0.00008302611,0.00004775561,0.0002811342,0.00001617782,0.00006619501,0.002122725],"study_design_scores_gemma":[0.00001769135,0.0007839844,0.9488689,0.00002620404,0.00005561124,0.04872585,0.0005825564,0.00031859,0.000323233,0.00005132699,0.0002334908,0.00001258397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992717,0.0002407837,0.0000330004,0.00002704774,0.000006263042,0.000003432224,0.00003533902,0.000002462448,0.0003798408],"genre_scores_gemma":[0.9997324,0.00009249433,0.00002726787,0.00001927463,0.00001227334,0.000002140627,0.00006554065,9.536755e-7,0.0000476051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001529048,"threshold_uncertainty_score":0.005115151,"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."}}