{"id":"W4413982297","doi":"10.1016/j.ogla.2025.08.011","title":"Clinical Outcomes of Hydrus Microstent Implantation for Open-Angle Glaucoma","year":2025,"lang":"en","type":"article","venue":"Ophthalmology Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute; School of Medicine, Johns Hopkins University; Alcon; Foundation Fighting Blindness; National Institutes of Health; American Academy of Ophthalmology; Maryland Stem Cell Research Fund; American Glaucoma Society; Johnson and Johnson; Glaucoma Foundation; Alcon Research Institute; BrightFocus Foundation; U.S. Department of Defense; Association for Research in Vision and Ophthalmology; Research to Prevent Blindness; Advanced Research Projects Agency for Health","keywords":"Medicine; Glaucoma; Center (category theory); Ophthalmology; Optometry; Open angle glaucoma; Schlemm's canal","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005333492,0.0002591133,0.001017086,0.0002011412,0.0001381712,0.00001986533,0.0004463732,0.0003438299,0.0001390727],"category_scores_gemma":[0.0003498351,0.0002101684,0.0004509254,0.0002530275,0.0002970178,0.00007203139,0.0002442233,0.0002292739,0.00003267969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128575,"about_ca_system_score_gemma":0.0002154297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983236,"about_ca_topic_score_gemma":0.00001740939,"domain_scores_codex":[0.9978498,0.0001494282,0.0009403714,0.0005044538,0.0001426068,0.000413371],"domain_scores_gemma":[0.9981983,0.0006544031,0.0002681944,0.0005404138,0.0002149838,0.0001237184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001509153,0.0008589032,0.9874016,0.0001969486,0.0004193637,0.0001543957,0.00005032612,1.533748e-8,0.002190568,0.002569059,0.002579469,0.002070166],"study_design_scores_gemma":[0.005657511,0.001365911,0.9840652,0.0001017002,0.0003780777,0.001133204,0.0002128232,0.0000320141,0.001496473,0.00260664,0.0027754,0.0001750218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803912,0.0004517155,0.0002103284,0.00216405,0.0009211432,0.001667636,0.00005135305,0.00003539436,0.01410718],"genre_scores_gemma":[0.9873409,0.00002886516,0.004114381,0.000904961,0.00004653823,0.0001382923,0.0001563283,0.00002847049,0.00724121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006949753,"threshold_uncertainty_score":0.8570418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03318346383855589,"score_gpt":0.3861933932908455,"score_spread":0.3530099294522896,"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."}}