{"id":"W2143912491","doi":"10.1016/j.ophtha.2016.06.035","title":"The Ahmed Versus Baerveldt Study","year":2016,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":393,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Intraocular pressure; Trabeculectomy; Implant; Randomized controlled trial; Glaucoma valve; Visual acuity; Ophthalmology; Surgery; Glaucoma 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000166683,0.00008709237,0.0001447557,0.00002690353,0.0001168669,0.00000478651,0.0001150952,0.000060114,0.0004407568],"category_scores_gemma":[0.0002364633,0.00003703311,0.0000603832,0.00007336617,0.0001560575,0.00001606527,0.00004887913,0.0000780163,0.0002923131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002042972,"about_ca_system_score_gemma":0.00003640987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003459895,"about_ca_topic_score_gemma":0.000006718052,"domain_scores_codex":[0.9992476,0.00008701997,0.0001315092,0.0001698335,0.0001184336,0.0002456529],"domain_scores_gemma":[0.9992033,0.0003451058,0.00003336142,0.0003035999,0.00004408679,0.0000705456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003248974,0.0004584097,0.9752346,0.000009262222,0.0002277055,0.001741903,0.0002097822,2.1352e-8,0.004000995,0.0009798777,0.00311864,0.01076987],"study_design_scores_gemma":[0.005121649,0.003592035,0.9779384,0.00001191998,0.00006882428,0.001201642,0.0007610286,0.000001420608,0.0001441782,0.0003192339,0.01074972,0.00008998292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954109,0.0001532878,0.000003278476,0.005064908,0.0007080397,0.0002920258,9.501775e-7,0.00002313456,0.03964534],"genre_scores_gemma":[0.9909645,0.00001450687,0.00002822475,0.00003631597,0.00007458503,0.00003007326,0.000001057687,0.00001153464,0.008839216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03685545,"threshold_uncertainty_score":0.4825978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240272480509612,"score_gpt":0.3256935195077172,"score_spread":0.2932907947026211,"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."}}