{"id":"W2606014905","doi":"10.17925/usor.2017.10.01.21","title":"The Ahmed Versus Baerveldt (AVB) Study","year":2017,"lang":"en","type":"article","venue":"touchREVIEWS in Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Glaucoma Research Society of Canada; Research to Prevent Blindness; Glaucoma Research Foundation","keywords":"Medicine; Trabeculectomy; Glaucoma; Antimetabolite; Surgery; Medical therapy; Glaucoma surgery; Refractory (planetary science); Randomized controlled trial; Clinical trial; Ophthalmology; Methotrexate; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002576801,0.0006328998,0.001519752,0.0002309696,0.0002698821,0.001029634,0.0003812885,0.001234627,0.004499234],"category_scores_gemma":[0.00599594,0.000215379,0.002164146,0.0004862686,0.0004606777,0.000943675,0.0004367101,0.001791134,0.000485691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369416,"about_ca_system_score_gemma":0.000517559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006196668,"about_ca_topic_score_gemma":0.001077565,"domain_scores_codex":[0.9986516,0.0007293998,0.0001995063,0.0001343827,0.0002081579,0.00007690443],"domain_scores_gemma":[0.9972886,0.001364456,0.0007384961,0.0001782997,0.0001720395,0.0002581195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8120483,0.001384321,0.03157323,0.01054955,0.02669828,0.0002537506,0.0002057127,0.00039034,0.003494155,0.002369359,0.01335449,0.09767855],"study_design_scores_gemma":[0.7083204,0.05444459,0.1248723,0.004496891,0.05213184,0.0007642079,0.0003674344,0.0008568163,0.001613275,0.003277333,0.04868059,0.0001742924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7403794,0.2184125,0.001061479,0.007713219,0.003935034,0.001328549,0.006931891,0.0000523587,0.02018552],"genre_scores_gemma":[0.9312147,0.04708462,0.001834879,0.00605411,0.003415627,0.001211744,0.003335741,0.00002977277,0.005818867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004499234,"threshold_uncertainty_score":0.01505142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0817174174048098,"score_gpt":0.4043476850123733,"score_spread":0.3226302676075635,"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."}}