{"id":"W2163959172","doi":"10.1016/j.jcrs.2003.11.055","title":"Surgically induced corneal refractive change following glaucoma surgery","year":2004,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Trabeculectomy; Medicine; Glaucoma; Astigmatism; Ophthalmology; Intraocular pressure; Implant; Visual acuity; Surgery; Open angle glaucoma","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002168608,0.0005155121,0.001946154,0.001036275,0.0002176171,0.00006926012,0.0001924252,0.0003790845,0.0001104445],"category_scores_gemma":[0.002123897,0.0004039999,0.00211649,0.0008328216,0.0001222792,0.001487494,0.00006113449,0.00156878,0.00008781881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585781,"about_ca_system_score_gemma":0.001607625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000456794,"about_ca_topic_score_gemma":0.00002220862,"domain_scores_codex":[0.9956092,0.000296073,0.001540916,0.0004361172,0.001325025,0.0007927096],"domain_scores_gemma":[0.9934506,0.002755179,0.001849555,0.0004310158,0.0008372678,0.0006763908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01080077,0.00329278,0.8800046,0.0002515929,0.002382251,0.03020346,0.001624719,9.996334e-7,0.02341451,0.00007912025,0.004647889,0.04329734],"study_design_scores_gemma":[0.001781222,0.0005932988,0.968075,0.001304652,0.0005272736,0.003886136,0.0009698958,0.000002065269,0.005607395,0.0002860964,0.01646754,0.0004994335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896301,0.001586043,0.00007906179,0.004719316,0.002251495,0.0003695172,0.00001066758,0.00004830846,0.001305494],"genre_scores_gemma":[0.9957038,0.001058174,0.0001865792,0.001519874,0.001271965,0.00001682649,0.00005326654,0.00008819192,0.000101322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08807041,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04552122988250566,"score_gpt":0.2994100277783653,"score_spread":0.2538887978958597,"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."}}