{"id":"W4410221827","doi":"10.1016/j.ophtha.2025.05.004","title":"Randomized Noninferiority Trial of Direct Selective Laser Trabeculoplasty in Open-Angle Glaucoma and Ocular Hypertension","year":2025,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HORIZON EUROPE Framework Programme; Horizon 2020 Framework Programme; Allergan; European Commission; Queen's University; Queen's University Belfast; AbbVie","keywords":"Medicine; Open angle glaucoma; Ophthalmology; Ocular hypertension; Glaucoma; Randomized controlled trial; Optometry; Surgery","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":[0.0005923996,0.0001526155,0.001173483,0.0001789802,0.00004589764,0.000007716402,0.00009485289,0.0001930071,0.00006289224],"category_scores_gemma":[0.0006870524,0.0001149135,0.0001245724,0.0003058676,0.000251745,0.00004267403,0.0001144575,0.0001939345,0.000003004227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002840343,"about_ca_system_score_gemma":0.0001466002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007291889,"about_ca_topic_score_gemma":0.00003165948,"domain_scores_codex":[0.9985793,0.0004319563,0.0003707537,0.0003136075,0.00009538881,0.000209037],"domain_scores_gemma":[0.9991431,0.0004339038,0.00008626362,0.0001907915,0.00009102726,0.00005494621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7901284,0.001021146,0.203478,0.0001129209,0.0002105547,0.0007497305,0.0001510673,3.445895e-7,0.003126593,0.0003962397,0.0002208596,0.0004041619],"study_design_scores_gemma":[0.6889383,0.00110479,0.3050022,0.0001226248,0.0002134517,0.0008347722,0.0001031616,0.0001490765,0.002322049,0.0009664565,0.0001283898,0.0001148212],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578643,0.0004282046,0.000006875789,0.0005776069,0.0002436214,0.001574341,0.000002642939,0.0000102204,0.03929219],"genre_scores_gemma":[0.9984599,0.00006399069,0.0002309709,0.0001010685,0.00001698233,0.00007901101,0.00001094257,0.000009748319,0.001027428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015241,"threshold_uncertainty_score":0.4686037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534397516981803,"score_gpt":0.3004690425481609,"score_spread":0.2851250673783429,"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."}}