{"id":"W2937404019","doi":"10.2147/opth.s195457","title":"<p>Recommendations for the management of elevated intraocular pressure due to bleb fibrosis after XEN gel stent implantation</p>","year":2019,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Allergan","keywords":"Medicine; Bleb (medicine); Glaucoma; Intraocular pressure; Ophthalmology; Glaucoma surgery; Stent; Fibrosis; Trabeculectomy; Surgery; Internal medicine","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":[0.001695385,0.0006237187,0.0004840917,0.001770353,0.0009207337,0.001055733,0.001655189,0.003554388,0.01911051],"category_scores_gemma":[0.008610153,0.0002912195,0.001311027,0.0007308582,0.0008269937,0.001083922,0.0007602343,0.003731631,0.01419943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009273933,"about_ca_system_score_gemma":0.003393228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007257327,"about_ca_topic_score_gemma":0.01735011,"domain_scores_codex":[0.9985323,0.000394276,0.0004036624,0.00004712056,0.0004933756,0.0001292823],"domain_scores_gemma":[0.9932843,0.001370198,0.001103375,0.0002072422,0.00327666,0.0007583052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142956,0.0003215205,0.002170423,0.001124128,0.00002356756,0.002119439,0.0002143966,0.0003919668,0.001788799,0.001780295,0.7693328,0.2206184],"study_design_scores_gemma":[0.0001360577,0.0001827037,0.00953231,0.003835144,0.00008939656,0.004130702,0.0003969541,0.0005991505,0.001917654,0.002815351,0.9762981,0.00006650247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01138571,0.05293323,0.04757056,0.4408896,0.01369575,0.004706076,0.005609006,0.004892934,0.4183171],"genre_scores_gemma":[0.06301036,0.1231302,0.3349375,0.1607945,0.01223021,0.005887481,0.006110189,0.001577245,0.2923222],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01911051,"threshold_uncertainty_score":0.06393099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022041422108808,"score_gpt":0.3503427944815984,"score_spread":0.3201223802605104,"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."}}