{"id":"W2089776048","doi":"10.1016/j.ophtha.2014.01.036","title":"Three-year Treatment Outcomes in the Ahmed Baerveldt Comparison Study","year":2014,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Eye Institute","keywords":"Medicine; Glaucoma valve; Glaucoma; Intraocular pressure; Implant; Ophthalmology; Visual acuity; Randomized controlled trial; 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":[0.0002565068,0.0001472441,0.0004392661,0.00007493854,0.00005329086,0.000007443643,0.0001346446,0.00007708831,0.0001949916],"category_scores_gemma":[0.00007457956,0.00007798459,0.00008874723,0.0001146644,0.00007135592,0.00001313387,0.00002514216,0.000143647,0.0001126592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003108326,"about_ca_system_score_gemma":0.00001979644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009882342,"about_ca_topic_score_gemma":0.0002893565,"domain_scores_codex":[0.9989724,0.0001866357,0.0002280464,0.0002186225,0.0001496071,0.0002447477],"domain_scores_gemma":[0.9993076,0.0002120296,0.00004802005,0.0003661983,0.00001902826,0.00004707619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001142413,0.001819582,0.9957576,0.000007084573,0.00005401329,0.0002499037,0.0009598312,8.599779e-7,0.0000284095,0.0003244865,0.0001302238,0.0005537921],"study_design_scores_gemma":[0.002778134,0.00495809,0.988377,0.000005828723,0.00007415138,0.0003676916,0.002137302,0.00008807653,0.000009927173,0.0003096166,0.0008142097,0.00007995393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798126,0.00004828547,0.000009026223,0.002751004,0.0001489381,0.0007114402,0.000001001489,0.00001647635,0.01650122],"genre_scores_gemma":[0.9992037,0.000001463859,0.0001097061,0.0001327077,0.00004020076,0.0000756426,0.00001023475,0.00001184826,0.0004144329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01939116,"threshold_uncertainty_score":0.3180119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236839232461478,"score_gpt":0.3473280461115838,"score_spread":0.304959653786969,"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."}}