{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008119298,0.0003095835,0.0006318384,0.0009646588,0.0004107634,0.000596143,0.0002129706,0.0005889236,0.001272351],"category_scores_gemma":[0.002869124,0.00018757,0.0007322726,0.0004649812,0.0005568389,0.0004255806,0.0004780787,0.0003031531,0.0001860075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950724,"about_ca_system_score_gemma":0.0002618536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004243364,"about_ca_topic_score_gemma":0.0006236058,"domain_scores_codex":[0.9993166,0.0001407621,0.00008823883,0.0001148748,0.0001514511,0.0001880716],"domain_scores_gemma":[0.9978495,0.000609996,0.0009524473,0.0001330582,0.0001565926,0.0002984909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002200764,0.00009819008,0.9905407,0.00003459488,0.0001997115,0.001066228,0.000118492,0.00009218846,0.001344346,0.00002389945,0.00005186546,0.004229032],"study_design_scores_gemma":[0.0001354695,0.003106492,0.9891059,0.00002012119,0.0001659682,0.005961559,0.0003726966,0.0002453302,0.0006628163,0.00004364461,0.0001640905,0.00001585583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996156,0.0002239885,0.00002598911,0.000006768481,0.000003628827,0.00000311309,0.00003259065,0.000001078249,0.00008718102],"genre_scores_gemma":[0.99981,0.00004977967,0.00002968638,0.000007186188,0.00001140444,0.000003388176,0.00005920447,7.438825e-7,0.000028483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001272351,"threshold_uncertainty_score":0.004293978,"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."}}