{"id":"W2000743710","doi":"10.1097/ijg.0b013e318182ede3","title":"Ahmed Glaucoma Valve Surgical Outcomes in Eyes With and Without Silicone Oil Endotamponade","year":2009,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Silicone oil; Glaucoma valve; Glaucoma; Ophthalmology; Optometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005075162,0.0002231911,0.0008979702,0.0002819953,0.00003897108,0.00002224245,0.00009399496,0.00009581272,0.00003722798],"category_scores_gemma":[0.0001306621,0.0001355869,0.0002542146,0.0001922132,0.00009500457,0.0001593874,0.00002085245,0.0004474719,0.00000395112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005485374,"about_ca_system_score_gemma":0.0001254843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002360548,"about_ca_topic_score_gemma":0.00001826807,"domain_scores_codex":[0.998281,0.00008927055,0.0006154479,0.0001764202,0.0005218093,0.0003160459],"domain_scores_gemma":[0.9989281,0.0001653054,0.0002928489,0.0001701852,0.0001321915,0.0003113208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001646715,0.0003268976,0.9803784,0.0000352871,0.0001098611,0.002858423,0.0001211629,5.213834e-8,0.003771485,0.00010476,0.00007845624,0.01056848],"study_design_scores_gemma":[0.005165929,0.001087767,0.9767097,0.0003469609,0.0001419988,0.0102937,0.00009257178,0.00001759791,0.001527235,0.0001373734,0.004318951,0.0001601684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922107,0.001365487,0.00001143657,0.004750088,0.00009518564,0.00007873845,0.000001369062,0.0000165868,0.00147044],"genre_scores_gemma":[0.9971621,0.0003565862,0.0008504048,0.0006154525,0.0001917831,0.000001683549,0.000001800602,0.00001698097,0.0008032065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040831,"threshold_uncertainty_score":0.5529072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015417744672162,"score_gpt":0.2695360901040961,"score_spread":0.2593819126573744,"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."}}