{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004522536,0.0002345789,0.0004009031,0.0008765165,0.0003325557,0.0004397127,0.0002312602,0.0003178141,0.001262505],"category_scores_gemma":[0.002394092,0.0001384668,0.0004586803,0.000695523,0.0004169396,0.000406403,0.00047339,0.000334876,0.000133745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004548639,"about_ca_system_score_gemma":0.0003794012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454667,"about_ca_topic_score_gemma":0.002411955,"domain_scores_codex":[0.9994177,0.00009096632,0.0000891,0.0001042752,0.0001930706,0.0001048606],"domain_scores_gemma":[0.9969895,0.0003931758,0.002039959,0.00008116294,0.0001938941,0.0003023915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001794033,0.00004411238,0.9962786,0.00002226613,0.00004243513,0.0005176485,0.00003743077,0.00002884886,0.0003093108,0.000005262417,0.0000341269,0.002500677],"study_design_scores_gemma":[0.000005068446,0.0002218639,0.9975644,0.000006208112,0.00001659841,0.001918694,0.00008822048,0.00004516453,0.00007937825,0.000006324703,0.00004467029,0.000003293954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994701,0.0002680394,0.00002761218,0.0000118152,0.000003084105,0.000005979316,0.0000563034,0.000001292851,0.0001558941],"genre_scores_gemma":[0.9997588,0.00007212991,0.00003047298,0.000009353154,0.000006412098,0.000003943265,0.00007844345,4.121881e-7,0.00004006568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001454667,"threshold_uncertainty_score":0.004223526,"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."}}