{"id":"W2143912491","doi":"10.1016/j.ophtha.2016.06.035","title":"The Ahmed Versus Baerveldt Study","year":2016,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":393,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Trabeculectomy; Implant; Randomized controlled trial; Glaucoma valve; Visual acuity; Ophthalmology; Surgery; 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":[0.001872656,0.0006550889,0.00140259,0.0004881451,0.0005645973,0.001389128,0.0007027793,0.00161383,0.004491575],"category_scores_gemma":[0.006364074,0.0003663365,0.001800786,0.001207611,0.0008202834,0.001555533,0.0007651512,0.00127892,0.0003628333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293061,"about_ca_system_score_gemma":0.0006176311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450437,"about_ca_topic_score_gemma":0.004164462,"domain_scores_codex":[0.9984179,0.0006435345,0.000283724,0.0002489436,0.0001679274,0.0002379248],"domain_scores_gemma":[0.9972159,0.001047326,0.000956904,0.0003515965,0.0001438878,0.0002843874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3791451,0.001127409,0.5460636,0.002112551,0.01573988,0.003147239,0.0006441706,0.0002211947,0.004984104,0.004274542,0.00338117,0.03915902],"study_design_scores_gemma":[0.05357637,0.0213106,0.8730299,0.0009801711,0.02455116,0.005055528,0.003477579,0.0006067465,0.001001229,0.005255765,0.0109218,0.000233049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981252,0.01322844,0.0001993476,0.0008476386,0.000427449,0.00004795433,0.0006192459,0.000003651854,0.003374385],"genre_scores_gemma":[0.9966947,0.001736343,0.0001042228,0.0003608124,0.0002629491,0.00002715664,0.0002812643,0.000003439916,0.0005291476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004491575,"threshold_uncertainty_score":0.01502579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240272480509612,"score_gpt":0.3256935195077172,"score_spread":0.2932907947026211,"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."}}