{"id":"W4282835655","doi":"10.1097/ijg.0000000000002064","title":"Short-Term Efficacy and Safety of Open Conjunctiva Ab Externo XEN45 Gel Stent Implantation in Glaucoma Patients","year":2022,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Trabeculectomy; Surgery; Implant; Open angle glaucoma; Dry needling; Stent; Retrospective cohort study; Ophthalmology; Glaucoma surgery; Conjunctiva","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005328333,0.0001809419,0.0006188044,0.0003095328,0.0001090632,0.00002963612,0.0003179655,0.00005779296,0.000141545],"category_scores_gemma":[0.00007172836,0.0001464902,0.000129626,0.0002407514,0.00007267377,0.000213532,0.0003049096,0.0004472892,0.000001654227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597637,"about_ca_system_score_gemma":0.0001207352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007694793,"about_ca_topic_score_gemma":0.00001837693,"domain_scores_codex":[0.9978151,0.000189595,0.0009577707,0.0001957659,0.000601732,0.0002400121],"domain_scores_gemma":[0.998843,0.0001327064,0.0004887141,0.0001915331,0.0001773226,0.0001667598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006240308,0.001067957,0.9753013,0.00008870753,0.0001021714,0.0002351623,0.0006236528,2.959042e-7,0.003453685,0.00007080331,0.0004644262,0.01235149],"study_design_scores_gemma":[0.01000595,0.002604569,0.9835068,0.0002492165,0.0001367451,0.0008163684,0.0008093702,0.00004012213,0.0003013726,0.00007303247,0.001316222,0.0001402222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975158,0.0004239408,0.00003073027,0.0004302505,0.000342934,0.0006794879,0.0000257193,0.000005493112,0.0005456186],"genre_scores_gemma":[0.9992291,0.000188079,0.0001993774,0.0001798131,0.00004787063,0.000008186253,0.00003342467,0.00002373217,0.00009038122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221126,"threshold_uncertainty_score":0.5973699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415785507963469,"score_gpt":0.2826214521202424,"score_spread":0.2684635970406077,"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."}}