{"id":"W2569259874","doi":"10.1097/ijg.0000000000000500","title":"Impact of Combination Glaucoma Therapies on β-Blocker Exposure","year":2017,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Queen's University; Kingston General Hospital","funders":"","keywords":"Timolol; Medicine; Betaxolol; Glaucoma; Adverse effect; Beta blocker; Intraocular pressure; Population; Combination therapy; Internal medicine; Ophthalmology; Pharmacology; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007130373,0.0001782827,0.0004048385,0.0006271675,0.0003914273,0.0008613105,0.0004013456,0.0004445706,0.002569658],"category_scores_gemma":[0.005854976,0.0001244519,0.0008760903,0.001430012,0.0003275209,0.0004738004,0.0004846148,0.0009055781,0.000258995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640036,"about_ca_system_score_gemma":0.003178432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1017141,"about_ca_topic_score_gemma":0.1206876,"domain_scores_codex":[0.9977353,0.0003310553,0.0002387462,0.000293461,0.001110189,0.0002913128],"domain_scores_gemma":[0.994536,0.0008872879,0.002914244,0.0002202184,0.0008137026,0.0006285037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002669629,0.00004769117,0.9893507,0.00004327527,0.0001774545,0.0001024958,0.0000427333,0.0001225023,0.0001985448,0.00003768285,0.0002746446,0.0093352],"study_design_scores_gemma":[0.000005957835,0.00006302893,0.9990281,0.00001797716,0.0000432772,0.0002237711,0.00003385899,0.0001081409,0.00003360527,0.00001412165,0.0004255961,0.000002491885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793946,0.008677579,0.0002199115,0.001081291,0.0000544664,0.00004091154,0.002395254,0.00001862577,0.00811724],"genre_scores_gemma":[0.997929,0.000945153,0.0001296859,0.0001359631,0.00003789712,0.000008743778,0.0004531899,0.000004365892,0.0003558786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017141,"threshold_uncertainty_score":0.2022442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484827480336937,"score_gpt":0.3045301704269814,"score_spread":0.289681895623612,"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."}}