{"id":"W4288044083","doi":"10.1097/ijg.0000000000002078","title":"Ultrasound Cyclo Plasty in Glaucoma: 2-Year Outcomes","year":2022,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Glaucoma medication; Ophthalmology; Retrospective cohort study; Cohort; Surgery; 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":[0.0008569742,0.0002050605,0.0003697586,0.0005762791,0.0003461869,0.0005396915,0.0001777695,0.0003153064,0.0009988882],"category_scores_gemma":[0.001492797,0.0001119019,0.0006439111,0.0005323178,0.0003493465,0.0005233206,0.0004743661,0.0004335513,0.0001404027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078021,"about_ca_system_score_gemma":0.0003283854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007290571,"about_ca_topic_score_gemma":0.001252784,"domain_scores_codex":[0.9996104,0.00007101802,0.00005711141,0.00006640474,0.0001143296,0.00008093345],"domain_scores_gemma":[0.9982719,0.0002021494,0.001125971,0.00008120289,0.00008682768,0.0002317654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008474904,0.0001269799,0.9927019,0.00004545986,0.00009259811,0.0002957564,0.00006857906,0.00003888358,0.0002966233,0.00001594151,0.0000778342,0.005391845],"study_design_scores_gemma":[0.00006438243,0.001683015,0.9959013,0.00002680876,0.00008773337,0.001555205,0.0001619607,0.0001232374,0.0001648178,0.0000242947,0.0001988218,0.000008328127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990464,0.0005647519,0.00003714093,0.00001668762,0.000005420508,0.00001037063,0.000103958,0.000001424476,0.0002137566],"genre_scores_gemma":[0.9994493,0.0001829555,0.00003602958,0.00001360647,0.00001768863,0.000009690018,0.0002113111,6.015749e-7,0.00007889234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009988882,"threshold_uncertainty_score":0.004532218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00808598387602849,"score_gpt":0.2518948154358356,"score_spread":0.2438088315598071,"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."}}