{"id":"W1193830354","doi":"","title":"A New Valved Seton for Glaucoma Surgery","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Glaucoma; Glaucoma surgery; Ophthalmology; Surgery; 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":[0.001246719,0.0007774094,0.001024489,0.001944458,0.001926837,0.002453899,0.001627919,0.003077332,0.01239834],"category_scores_gemma":[0.002191583,0.0003337325,0.002453092,0.0004056355,0.001340486,0.00210237,0.001357615,0.004460314,0.004038383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000500646,"about_ca_system_score_gemma":0.0009024363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000523724,"about_ca_topic_score_gemma":0.00198117,"domain_scores_codex":[0.998919,0.0001212236,0.000139659,0.0002324887,0.0004078246,0.0001797642],"domain_scores_gemma":[0.9985481,0.0003136638,0.0001154774,0.0002379368,0.0001606434,0.0006240746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00183779,0.001111647,0.007063243,0.000811663,0.0002437884,0.02472679,0.0003743125,0.0004748641,0.03491722,0.02019264,0.07784213,0.8304039],"study_design_scores_gemma":[0.001421371,0.007293493,0.01491633,0.0008878796,0.0007183044,0.2648733,0.0003517066,0.003658093,0.01571659,0.01829122,0.6713733,0.0004984419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2100972,0.1399382,0.2331004,0.08387358,0.112714,0.0006599378,0.001315251,0.009048284,0.2092532],"genre_scores_gemma":[0.5796416,0.02861002,0.1604689,0.0557203,0.03693375,0.000335933,0.0009920772,0.001784728,0.1355127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01239834,"threshold_uncertainty_score":0.04147655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04268688197745282,"score_gpt":0.347932054274536,"score_spread":0.3052451722970831,"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."}}