{"id":"W2793996166","doi":"10.1097/ijg.0000000000000912","title":"Surgical Outcome of Replacing a Failed Ahmed Glaucoma Valve by a Baerveldt Glaucoma Implant in the Same Quadrant in Refractory Glaucoma","year":2018,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Glaucoma; Medicine; Glaucoma valve; Quadrant (abdomen); Implant; Ophthalmology; Refractory (planetary science); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004030792,0.0007469172,0.002302005,0.001104012,0.0001661483,0.0000857358,0.001117162,0.0005446404,0.0002412777],"category_scores_gemma":[0.0009760605,0.0004902647,0.001185821,0.001433437,0.0006194665,0.0004555566,0.0001840183,0.001993889,0.00003389502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003989685,"about_ca_system_score_gemma":0.0003935721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410994,"about_ca_topic_score_gemma":0.001346845,"domain_scores_codex":[0.991544,0.001032127,0.0037654,0.0006501235,0.001807016,0.001201318],"domain_scores_gemma":[0.9948907,0.001215065,0.001803515,0.00104383,0.0005859254,0.0004609939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004742637,0.001436768,0.9736421,0.0002580424,0.0002415435,0.003413717,0.002821534,1.629305e-8,0.006849949,0.0002167165,0.005098592,0.001278392],"study_design_scores_gemma":[0.01104731,0.004065821,0.9544277,0.001136249,0.0002908284,0.008052489,0.00324607,0.000204193,0.00142788,0.0003663132,0.01521215,0.0005229971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906749,0.002203569,0.00006092919,0.003944674,0.0007718084,0.0009027592,0.0000369155,0.0000391537,0.001365335],"genre_scores_gemma":[0.9971659,0.0002497232,0.0006956881,0.00100475,0.0005354026,0.00002182246,0.00003077362,0.00009123202,0.0002047083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921439,"threshold_uncertainty_score":0.9997549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579037653349101,"score_gpt":0.2931087473557152,"score_spread":0.2773183708222242,"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."}}