{"id":"W2049107687","doi":"10.1038/sj.eye.6701841","title":"Ahmed valve implantation in glaucoma secondary to chronic uveitis","year":2005,"lang":"en","type":"article","venue":"Eye","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Glaucoma valve; Uveitis; Ophthalmology; Visual acuity; Surgery; Glaucoma medication; Complication; Decompensation; Internal medicine","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":[0.00007923602,0.00008653778,0.0001463962,0.0001173054,0.00002738055,0.000008225339,0.00005348404,0.00005600868,0.0006453035],"category_scores_gemma":[0.00002333632,0.00007748393,0.00006515829,0.0001534691,0.00001833684,0.0000518594,0.00001878081,0.0001456223,0.0006015546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256007,"about_ca_system_score_gemma":0.00009394938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063506,"about_ca_topic_score_gemma":0.0007042067,"domain_scores_codex":[0.9993089,0.00001938546,0.0001611922,0.0001565821,0.0001352133,0.0002186823],"domain_scores_gemma":[0.9997131,0.00001897453,0.00002265076,0.0001256077,0.00001962576,0.0000999987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003457099,0.0003074073,0.6654993,0.000254727,0.00007543795,0.0002275813,0.002884171,0.000008184814,0.0316924,0.0004324657,0.02330756,0.274965],"study_design_scores_gemma":[0.001360141,0.0002473621,0.943051,0.00008155394,0.00001826408,0.00004744897,0.0001402978,0.00007715563,0.002151128,0.00004716109,0.05268449,0.00009403098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784126,0.0006281154,0.00005011862,0.004566224,0.0001187973,0.0002796557,0.000004818696,0.00003997122,0.01589974],"genre_scores_gemma":[0.9959643,0.00004422505,0.0004450091,0.00171156,0.0002121995,0.00001986669,0.00004247353,0.00001383977,0.001546466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775516,"threshold_uncertainty_score":0.7731968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006615822406853181,"score_gpt":0.2668950863993572,"score_spread":0.2602792639925041,"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."}}