{"id":"W1560493841","doi":"10.1371/journal.pone.0131770","title":"iStent with Phacoemulsification versus Phacoemulsification Alone for Patients with Glaucoma and Cataract: A Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Phacoemulsification; Medicine; Glaucoma; Ophthalmology; Cataracts; Intraocular pressure; Meta-analysis; Cataract surgery; Visual acuity; Internal medicine","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":[0.0002708953,0.0006053388,0.0041475,0.0004504944,0.0001145385,0.00005046493,0.0001676829,0.0002430925,0.00004545871],"category_scores_gemma":[0.00008275264,0.0003559314,0.0007724575,0.0008488233,0.0001309063,0.0001172531,0.0000301557,0.0002760478,0.00002718368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573077,"about_ca_system_score_gemma":0.0001977242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005723113,"about_ca_topic_score_gemma":0.00005622725,"domain_scores_codex":[0.9971347,0.0001116319,0.0006690645,0.0008316798,0.0009080603,0.0003447889],"domain_scores_gemma":[0.9970031,0.0002084936,0.0007609298,0.0008218925,0.0009020147,0.0003036069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005219316,0.01342002,0.004745381,0.03979268,0.8326843,0.00001535933,0.0003525631,1.884575e-7,0.000005841377,0.0000943318,0.000393035,0.103277],"study_design_scores_gemma":[0.003964265,0.002246447,0.001739752,0.0008743678,0.9057553,0.000004306705,0.00004711928,0.00005239334,0.000003965478,0.000004024517,0.08481633,0.0004916771],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005477982,0.9879192,0.0001607895,0.0002774218,0.00002359581,0.005489572,0.0003346837,0.00007093951,0.0002458434],"genre_scores_gemma":[0.004304041,0.9743876,0.005615514,0.00006563026,0.0001053466,0.002219855,0.01188599,0.0001664016,0.001249594],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1027853,"threshold_uncertainty_score":0.9998893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071134820936065,"score_gpt":0.3258636894525914,"score_spread":0.1187502073589849,"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."}}