{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007960655,0.0002188382,0.0003480552,0.0004713716,0.0003724126,0.0005160858,0.0002326154,0.0003909563,0.001231844],"category_scores_gemma":[0.003397544,0.0001620898,0.0006224722,0.0004182507,0.0003837599,0.0005641341,0.000421405,0.0004417957,0.0001920073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004363034,"about_ca_system_score_gemma":0.0003871658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008942419,"about_ca_topic_score_gemma":0.001412307,"domain_scores_codex":[0.9995531,0.00008005909,0.00006376027,0.00008860481,0.0001336088,0.00008088684],"domain_scores_gemma":[0.9964814,0.0004009469,0.002508815,0.0001192131,0.0001823402,0.0003071855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007270554,0.00007420803,0.9955129,0.00001454736,0.00005345682,0.0002060713,0.00004511912,0.00004445144,0.0004710735,0.000008824722,0.00005734035,0.00278497],"study_design_scores_gemma":[0.00002155583,0.0005672295,0.9982669,0.000008758735,0.00002690578,0.0007389816,0.00006988659,0.00009733376,0.0001082413,0.00001368855,0.00007507367,0.000005345842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995128,0.0002152529,0.00003023644,0.00001768071,0.000003756476,0.000005250969,0.00008197824,0.000001504901,0.000131392],"genre_scores_gemma":[0.9996904,0.00007132509,0.0000238019,0.0000112004,0.000007656193,0.000005908151,0.0001378983,6.582095e-7,0.00005111565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001231844,"threshold_uncertainty_score":0.004210055,"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."}}