{"id":"W2912436548","doi":"10.1016/j.ophtha.2011.05.004","title":"The Ahmed Versus Baerveldt Study","year":2011,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":379,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université de Montréal","funders":"","keywords":"Medicine; Intraocular pressure; Glaucoma; Visual acuity; Glaucoma valve; Randomized controlled trial; Ophthalmology; Implant; Refractory (planetary science); Glaucoma medication; 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":[0.001825414,0.0006756954,0.001460251,0.0004902829,0.000576643,0.001363844,0.0007126293,0.001614162,0.004319566],"category_scores_gemma":[0.006083366,0.0003927753,0.001721327,0.001241431,0.0008199184,0.001498673,0.0007314145,0.001269578,0.0003586915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316482,"about_ca_system_score_gemma":0.000620197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248873,"about_ca_topic_score_gemma":0.004090171,"domain_scores_codex":[0.9984781,0.000625462,0.0002602797,0.0002399376,0.0001651486,0.0002311265],"domain_scores_gemma":[0.9971685,0.001052465,0.0009813665,0.0003581536,0.0001397205,0.0002997892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3729816,0.001018305,0.5635814,0.001604492,0.01265606,0.003210149,0.0005721041,0.0002156856,0.005056234,0.003692949,0.002920475,0.03249064],"study_design_scores_gemma":[0.0495853,0.01922128,0.8880115,0.0006762115,0.0197992,0.005242461,0.002817385,0.0005580147,0.0009827631,0.004264089,0.008629553,0.0002124078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847231,0.01048512,0.0001640212,0.0007357734,0.0003411158,0.00004126233,0.0006165204,0.000003383082,0.002889707],"genre_scores_gemma":[0.9969459,0.001585957,0.00009939326,0.0003170037,0.0002341912,0.00002493522,0.0002879643,0.000003304765,0.0005012968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004319566,"threshold_uncertainty_score":0.01445043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07215125738205298,"score_gpt":0.3232681841609004,"score_spread":0.2511169267788474,"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."}}