{"id":"W4398204348","doi":"10.5114/ko.2023.130166","title":"The comparison of efficiency and safety profile of anti-glaucoma surgeries: Trabeculectomy vs. Ex-PRESS implant – a retrospective analysis","year":2024,"lang":"en","type":"article","venue":"Klinika Oczna","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Trabeculectomy; Glaucoma; Retrospective cohort study; Safety profile; Ophthalmology; Implant; Surgery; Internal medicine; Adverse effect","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004291236,0.0001796588,0.0008059309,0.0001831341,0.0001102006,0.00002572281,0.0001248129,0.00009685122,0.00005263615],"category_scores_gemma":[0.0001276883,0.0001093954,0.0003056329,0.000910819,0.0003942409,0.00004114364,0.00005369656,0.0002364045,0.000003387594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002819528,"about_ca_system_score_gemma":0.00009962637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000250437,"about_ca_topic_score_gemma":0.00008008784,"domain_scores_codex":[0.9983271,0.00007132508,0.0006209075,0.0003303327,0.0003748978,0.0002754029],"domain_scores_gemma":[0.9989129,0.0003509162,0.0001656634,0.0003343936,0.0001474356,0.00008866267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008699928,0.0003319516,0.9824047,0.0006393762,0.001440934,0.0000440909,0.003140797,0.000003041228,0.003958999,0.002337375,0.002398969,0.002429747],"study_design_scores_gemma":[0.0006395372,0.0006335161,0.9754348,0.0002216315,0.001303494,0.00004283191,0.001301977,0.008629662,0.007297454,0.00007146626,0.004272229,0.0001513422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899213,0.006026307,0.0002708621,0.0004719904,0.0001919845,0.0004254174,0.00008159465,0.00004848865,0.002562084],"genre_scores_gemma":[0.9989261,0.0005554532,0.0000828468,0.00001524448,0.00002936235,0.00001031199,0.00003684784,0.00001704226,0.0003268162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009004803,"threshold_uncertainty_score":0.4461016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009989457990668247,"score_gpt":0.2855125435513559,"score_spread":0.2755230855606877,"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."}}