{"id":"W4380881109","doi":"10.1097/ijg.0000000000002255","title":"Five-Year Outcomes of Graft-Free Tube Shunts and Risk Factors for Tube Exposures in Glaucoma","year":2023,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Odds ratio; Glaucoma valve; Surgery; Visual acuity; Complication; Ophthalmology; Shunt (medical); Retrospective cohort study; Risk factor; Internal medicine","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":[0.0005996342,0.0002144826,0.000190991,0.000711333,0.0003695986,0.0004683076,0.0002405153,0.0004606608,0.001262251],"category_scores_gemma":[0.002420767,0.0001544606,0.0005879418,0.0004122879,0.0002726262,0.0005718191,0.0003563194,0.00039501,0.0001404375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003148573,"about_ca_system_score_gemma":0.0002493131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742756,"about_ca_topic_score_gemma":0.001966792,"domain_scores_codex":[0.9997081,0.00005128153,0.00003625899,0.00004601584,0.00006661224,0.00009175655],"domain_scores_gemma":[0.9981886,0.0002833088,0.001022102,0.00006670817,0.0001081135,0.000331128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001060942,0.00002729195,0.9986259,0.000003735691,0.00002201251,0.0001871109,0.00002193576,0.00004084616,0.00005992614,0.000006785915,0.00003148224,0.0008669709],"study_design_scores_gemma":[0.000006028421,0.0004089907,0.997798,0.000007925079,0.00003063839,0.001258005,0.0001092303,0.0002247131,0.00008132977,0.00001699691,0.00005361249,0.00000465374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996459,0.0001601435,0.00003529038,0.00001014806,0.000003327037,0.000002212082,0.00005017086,0.000001601305,0.00009121255],"genre_scores_gemma":[0.9998181,0.00003755336,0.00002107766,0.000004398855,0.000005493018,0.000001851961,0.00007631135,3.639731e-7,0.00003479009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001742756,"threshold_uncertainty_score":0.004222631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333685724569024,"score_gpt":0.2712568251811998,"score_spread":0.2579199679355095,"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."}}