{"id":"W4414549727","doi":"10.2147/opth.s536897","title":"Comparison of Keratometric Changes After Ab Interno Gel Stent Implantation, Glaucoma Drainage Devices and Trabeculectomy","year":2025,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Allergan; Université de Montréal; AbbVie","keywords":"Trabeculectomy; Glaucoma; Trab; Stent; Drainage","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001160218,0.0002677045,0.0003399519,0.0008647466,0.0002330167,0.0004479228,0.0001910003,0.0004179924,0.0010918],"category_scores_gemma":[0.004758527,0.0001642738,0.0005817675,0.0006353435,0.0003026356,0.0004881574,0.0003348457,0.0004347515,0.0002002738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003970842,"about_ca_system_score_gemma":0.0004145447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009868612,"about_ca_topic_score_gemma":0.001600953,"domain_scores_codex":[0.9990177,0.0002120126,0.0001589434,0.0001292224,0.0003542537,0.0001276908],"domain_scores_gemma":[0.9947337,0.00105846,0.002973471,0.0002000957,0.0005247056,0.0005095744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003676935,0.0002116837,0.9894951,0.00003201186,0.0001082658,0.00009604902,0.00007960048,0.00003739366,0.001292459,0.000008372181,0.00003926139,0.004922766],"study_design_scores_gemma":[0.0000167473,0.00147916,0.9979661,0.000003139486,0.00002504577,0.0001544554,0.00003970785,0.00004867818,0.0002156315,0.000004006925,0.00004449168,0.000002859243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999579,0.0001937682,0.00003029493,0.000005981958,0.000003323643,0.000005941891,0.00005070969,0.000001762775,0.0001292025],"genre_scores_gemma":[0.9996862,0.00005476809,0.00004336448,0.00000744504,0.000007284535,0.000007464555,0.0001123318,9.099979e-7,0.00008032258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001160218,"threshold_uncertainty_score":0.006135881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409265855916214,"score_gpt":0.4277567391968487,"score_spread":0.3836640806376865,"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."}}