{"id":"W4254756478","doi":"10.1016/j.ophtha.2013.04.018","title":"The Ahmed Versus Baerveldt Study","year":2013,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Trabeculectomy; Intraocular pressure; Visual acuity; Glaucoma valve; Implant; Ophthalmology; Randomized controlled trial; Glaucoma medication; Surgery; Refractory (planetary science); Glaucoma surgery","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":[0.001695175,0.0006224618,0.001331468,0.0004731484,0.0005482613,0.00129583,0.0006756999,0.001514967,0.004155772],"category_scores_gemma":[0.005616211,0.0003553736,0.001646786,0.001181247,0.000783988,0.001445084,0.0007155061,0.001199691,0.0003327194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041342,"about_ca_system_score_gemma":0.0005983331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501924,"about_ca_topic_score_gemma":0.00417521,"domain_scores_codex":[0.9986088,0.0005544673,0.0002376702,0.0002224472,0.0001545451,0.0002221491],"domain_scores_gemma":[0.9975012,0.0009041883,0.0008889358,0.0003120583,0.0001268302,0.0002666937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3392839,0.001043832,0.5949546,0.00166014,0.01273854,0.003137914,0.000570084,0.0002173549,0.004834089,0.00387795,0.003090748,0.03459087],"study_design_scores_gemma":[0.04493906,0.01799813,0.8948081,0.0007433987,0.01870498,0.004871049,0.003003263,0.000547724,0.0009246414,0.004342851,0.00891373,0.000202996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842799,0.01085952,0.000166118,0.0007369925,0.0003398215,0.00004073355,0.0005820302,0.000003209646,0.002991664],"genre_scores_gemma":[0.9970331,0.001554861,0.00009319444,0.0003157762,0.0002223664,0.00002394801,0.0002728057,0.000002998674,0.0004809555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004155772,"threshold_uncertainty_score":0.01390249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747362663296722,"score_gpt":0.3133085975896128,"score_spread":0.2858349709566456,"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."}}