{"id":"W2025636369","doi":"10.1097/ijg.0b013e31816299bc","title":"Intermediate-term Outcome and Success of Superior Versus Inferior Ahmed Glaucoma Valve Implantation","year":2008,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto; Toronto Western Hospital","funders":"","keywords":"Medicine; Glaucoma valve; Glaucoma; Term (time); Ophthalmology; Outcome (game theory); Optometry; Surgery; Astronomy","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":[0.0009632431,0.0002094808,0.0003418231,0.0006530819,0.0003390192,0.0007387326,0.0002275455,0.000419392,0.001669149],"category_scores_gemma":[0.0069914,0.0001084237,0.0004938695,0.0003773862,0.0005647024,0.0004796686,0.0004520436,0.0003899402,0.0002986766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337682,"about_ca_system_score_gemma":0.0001963524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005686491,"about_ca_topic_score_gemma":0.0008197192,"domain_scores_codex":[0.9992291,0.0001504912,0.0001454949,0.00009026472,0.0002108731,0.0001739136],"domain_scores_gemma":[0.9943308,0.001682622,0.002376856,0.0001849466,0.0003871528,0.001037676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008347098,0.00004788547,0.9938969,0.00001665536,0.00007447151,0.0004608117,0.00006476518,0.00005794949,0.0004579738,0.00002349822,0.00007631692,0.003987987],"study_design_scores_gemma":[0.00002740529,0.001054711,0.9930223,0.00002285208,0.0000755829,0.004708093,0.000212868,0.0003151057,0.000348197,0.0000552922,0.0001470003,0.00001069404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987202,0.0006141673,0.00006837316,0.00002937475,0.000007036331,0.000002929453,0.00005400922,0.000003237177,0.000500732],"genre_scores_gemma":[0.9997644,0.00006804957,0.00002683272,0.0000110132,0.00001188657,0.000002027706,0.00008359103,0.000001307727,0.00003088983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669149,"threshold_uncertainty_score":0.005583823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143284863819443,"score_gpt":0.2962973645448814,"score_spread":0.274864515906687,"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."}}