{"id":"W3133770824","doi":"10.1007/978-3-030-53058-7_70","title":"XEN Gel Stent","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; Kensington Health; Trillium Health Centre","funders":"","keywords":"Glaucoma; Stent; Medicine; Bleb (medicine); Ophthalmology; Dissection (medical); Surgery; Trabeculectomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001239341,0.0006757862,0.00042295,0.0008955798,0.000679898,0.001080291,0.0004429651,0.001133172,0.1607953],"category_scores_gemma":[0.0003190895,0.0002416202,0.0005109602,0.000365338,0.0003338518,0.0009684418,0.000799162,0.001921243,0.07760399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148474,"about_ca_system_score_gemma":0.0003272431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006458776,"about_ca_topic_score_gemma":0.002101745,"domain_scores_codex":[0.9998901,0.000008010818,0.000004147472,0.00001989637,0.00006529425,0.0000124575],"domain_scores_gemma":[0.9999365,0.00002207316,0.00000503112,0.000008882864,0.00001186465,0.00001561292],"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":[0.00009235745,0.0001262869,0.000228406,0.0001993865,0.00001308207,0.002721783,0.00007719389,0.000239753,0.00434268,0.02893875,0.4236748,0.5393456],"study_design_scores_gemma":[0.000009205438,0.00004976179,0.0004156166,0.0001262083,0.000009130604,0.008031148,0.00003763134,0.0002943812,0.001200646,0.005298382,0.9845174,0.00001051154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002122502,0.01223352,0.007400107,0.002804443,0.002310131,0.00005008963,0.000252131,0.0008031841,0.9720239],"genre_scores_gemma":[0.004587676,0.005233418,0.002146761,0.001351087,0.0003472858,0.00001750766,0.0001363121,0.000144232,0.9860357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1607953,"threshold_uncertainty_score":0.537914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794088757622635,"score_gpt":0.2401598690550447,"score_spread":0.2222189814788183,"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."}}