{"id":"W955764559","doi":"10.4103/0974-9233.56230","title":"Ahmed glaucoma valve implant: experience in East Africa.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Glaucoma valve; Glaucoma; Optometry; Implant; Ophthalmology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002650875,0.0004090797,0.0002296087,0.0005381312,0.000704514,0.0004810732,0.0001986184,0.0004650676,0.001352933],"category_scores_gemma":[0.001442205,0.0002023464,0.0002698321,0.0004763376,0.0004472877,0.0005083176,0.0004424255,0.0003657581,0.0003088247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003630235,"about_ca_system_score_gemma":0.0003260327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711736,"about_ca_topic_score_gemma":0.002808426,"domain_scores_codex":[0.9997539,0.00004498235,0.0000314612,0.00003342116,0.00004175849,0.00009455986],"domain_scores_gemma":[0.9994042,0.0001009366,0.0003013645,0.0000370157,0.00003629321,0.000120123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000240282,0.0001947244,0.9369607,0.0001122883,0.00005106832,0.03599808,0.001866368,0.00009821491,0.002378641,0.0001374226,0.0004366941,0.02152556],"study_design_scores_gemma":[0.00005879852,0.001297688,0.6661463,0.0001561621,0.0000880235,0.3227653,0.003628018,0.0003517812,0.001614907,0.0001288434,0.003728873,0.000035202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984306,0.0009096263,0.0001064211,0.00005990396,0.000008817316,0.000007715981,0.00003572501,0.000002958429,0.0004383514],"genre_scores_gemma":[0.9989197,0.0006578518,0.0001327309,0.00005962585,0.00001629463,0.0000054675,0.00004492566,0.000002345649,0.0001609439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001711736,"threshold_uncertainty_score":0.004526019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474019915535092,"score_gpt":0.2480719579730982,"score_spread":0.2233317588177473,"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."}}