{"id":"W4298007858","doi":"10.2147/opth.s381368","title":"Clinical and Visual Field Outcomes Following Minimally Invasive Glaucoma Surgery Combined with Cataract Surgery","year":2022,"lang":"en","type":"article","venue":"Clinical ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prism Eye Institute","funders":"National Eye Institute","keywords":"Medicine; Glaucoma; Intraocular pressure; Visual field; Cataract surgery; Ophthalmology; Visual acuity; Absolute deviation; Glaucoma surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002584481,0.0003282536,0.00200288,0.000196884,0.000265451,0.00001779581,0.0001615423,0.0003277843,0.0005582388],"category_scores_gemma":[0.005341932,0.000253007,0.001044643,0.0002810666,0.0005268764,0.00007200165,0.0003430285,0.001175647,0.00003257166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002264952,"about_ca_system_score_gemma":0.0006689906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009900414,"about_ca_topic_score_gemma":0.00001243105,"domain_scores_codex":[0.9955479,0.001074468,0.001628531,0.000796207,0.000388005,0.0005649052],"domain_scores_gemma":[0.9728455,0.0258722,0.0003770597,0.0003933401,0.00007725797,0.0004346585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00380325,0.001376091,0.9767874,0.00006281646,0.0005130373,0.01166276,0.00002648228,4.744887e-8,0.00001207373,0.00001940299,0.003848221,0.001888413],"study_design_scores_gemma":[0.002264416,0.006350794,0.9868825,0.00005903458,0.0003086053,0.002571303,0.0003132801,0.00001614329,0.00001019383,0.0001159093,0.000800862,0.0003069487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896105,0.0003160528,0.000003784742,0.007083283,0.001845018,0.0004358286,0.000006831134,0.00006383611,0.0006349006],"genre_scores_gemma":[0.9938509,0.00007168263,0.0001736122,0.004830571,0.000135041,0.00006344702,0.0001027634,0.00004928188,0.0007227324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02479773,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04992753216343565,"score_gpt":0.3739169286351937,"score_spread":0.323989396471758,"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."}}