{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004840654,0.0005537809,0.0006570842,0.001508065,0.001468195,0.0009248392,0.0005809549,0.00300387,0.00323704],"category_scores_gemma":[0.003618198,0.000236765,0.0007739246,0.0007951622,0.0008353764,0.0008575582,0.0005718471,0.001282798,0.00062781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005780096,"about_ca_system_score_gemma":0.000784312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495009,"about_ca_topic_score_gemma":0.002676036,"domain_scores_codex":[0.9994761,0.0001010332,0.000103846,0.000033623,0.00009499921,0.0001903449],"domain_scores_gemma":[0.9989218,0.0003689711,0.0002203395,0.00005456132,0.00006210613,0.0003722326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.002892853,0.0004024408,0.1994921,0.0002256746,0.00009388517,0.7702219,0.0003380757,0.0001900532,0.003533104,0.0005177807,0.002265275,0.01982696],"study_design_scores_gemma":[0.0003714179,0.001655661,0.1274093,0.00009890871,0.0001184583,0.8644136,0.0005144033,0.001269121,0.001151847,0.0006854575,0.002276798,0.00003509601],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656464,0.009090677,0.0007175304,0.003454303,0.0009294313,0.00005041487,0.0001284557,0.00007312997,0.01990964],"genre_scores_gemma":[0.9967374,0.0009565598,0.0002170917,0.0004533165,0.0008648472,0.000009050239,0.00004366041,0.000006411403,0.0007114823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00323704,"threshold_uncertainty_score":0.01082897,"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."}}