{"id":"W3038115939","doi":"10.2147/opth.s178348","title":"&lt;p&gt;XEN&lt;sup&gt;®&lt;/sup&gt; Gel Stent: A Comprehensive Review on Its Use as a Treatment Option for Refractory Glaucoma&lt;/p&gt;","year":2020,"lang":"en","type":"review","venue":"Clinical ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Allergan","keywords":"Medicine; Dry needling; Glaucoma; Ophthalmology; Biocompatibility; Stent; Glaucoma surgery; Surgery; Materials science; Pathology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001161333,0.002596005,0.01234307,0.0005555032,0.0003564376,0.00008822954,0.001120653,0.003338505,0.0009559848],"category_scores_gemma":[0.006001076,0.001924537,0.006416477,0.0009394751,0.0008764192,0.0002105584,0.0005042279,0.002269673,0.004008291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009155222,"about_ca_system_score_gemma":0.001692028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001628315,"about_ca_topic_score_gemma":0.000004505026,"domain_scores_codex":[0.9848868,0.00305158,0.005618358,0.003533443,0.001070301,0.001839577],"domain_scores_gemma":[0.9845526,0.007555522,0.002694754,0.002514279,0.001020378,0.001662444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006130299,0.01115326,0.0005323311,0.1377336,0.008366122,0.0199653,0.0001599515,0.000001778023,0.00007614814,0.004494483,0.04185913,0.7695276],"study_design_scores_gemma":[0.005544183,0.02150029,0.001663705,0.04251742,0.01035511,0.008980505,0.00001347911,0.00008775781,8.89659e-7,0.0001230142,0.9077648,0.001448856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01716304,0.9618256,0.00001264832,0.003021956,0.002087387,0.01239632,0.0005554159,0.000281111,0.002656538],"genre_scores_gemma":[0.0007370665,0.9808308,0.0007414675,0.003334088,0.001650083,0.002096071,0.003280488,0.0004833179,0.006846588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8659057,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880926308839384,"score_gpt":0.4378329153913456,"score_spread":0.2497402845074072,"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."}}