{"id":"W4285034857","doi":"10.1016/j.ophtha.2022.07.003","title":"Treatment Outcomes in the Primary Tube Versus Trabeculectomy Study after 5 Years of Follow-up","year":2022,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"National Eye Institute; Johnson and Johnson Vision Care; National Institutes of Health; Research to Prevent Blindness","keywords":"Trabeculectomy; Medicine; Glaucoma; Intraocular pressure; Hazard ratio; Surgery; Visual acuity; Confidence interval; Glaucoma surgery; Ophthalmology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001311585,0.0001022262,0.0003271208,0.00009915981,0.00003523298,0.000002008371,0.0001169402,0.00003278649,0.0005343555],"category_scores_gemma":[0.00002441285,0.00006850519,0.0001264111,0.0001786743,0.00005582619,0.00001126789,0.00005242045,0.0001410433,0.000009703355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009000263,"about_ca_system_score_gemma":0.00006383954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003800063,"about_ca_topic_score_gemma":0.00001868067,"domain_scores_codex":[0.9990093,0.0002376622,0.0001867642,0.0001794119,0.0002049749,0.0001818545],"domain_scores_gemma":[0.9994956,0.000164795,0.00003932014,0.0002639501,0.00001102373,0.0000253337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002799303,0.002300672,0.9859406,0.00001068828,0.0001485001,0.004270763,0.003653834,0.000001018953,0.0001062318,0.00001758332,0.00004361722,0.0007071687],"study_design_scores_gemma":[0.007996493,0.008315872,0.9778003,0.000001895774,0.0001257525,0.0007487648,0.00438177,0.000001589209,0.000006156865,0.00002451611,0.0005367179,0.00006018338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927794,0.000217661,8.778301e-8,0.0006151724,0.0003433607,0.0006812247,0.000006768032,0.000006657149,0.005349609],"genre_scores_gemma":[0.9983792,0.000003650132,0.00001803384,0.0000911156,0.0000107176,0.0003283386,0.00001395957,0.00001145684,0.001143478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008140333,"threshold_uncertainty_score":0.5850818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243477388002243,"score_gpt":0.3028846885105392,"score_spread":0.278536949710315,"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."}}