{"id":"W999988916","doi":"","title":"Preservative Exposure and Surgical Outcomes in Glaucoma Patients: The PESO Study","year":2011,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glaucoma; Medicine; Preservative; Ophthalmology; Food science; Chemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007821,0.0002169214,0.0003706276,0.0001622003,0.0002704813,0.00002042063,0.0003406056,0.00007998507,0.00008876362],"category_scores_gemma":[0.0008366262,0.0001228051,0.00004413005,0.0008326425,0.005257944,0.0002450817,0.0003015625,0.0003564064,0.00001448689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004665675,"about_ca_system_score_gemma":0.0001654554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005997827,"about_ca_topic_score_gemma":0.00003285052,"domain_scores_codex":[0.9978793,0.0003461093,0.0003241262,0.0005488804,0.0004618048,0.0004397568],"domain_scores_gemma":[0.9989496,0.00023961,0.0001135282,0.000246034,0.0002139434,0.0002372955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001233571,0.001129581,0.9865186,0.000006069278,0.00002220285,0.0003986171,0.01061526,3.097336e-8,0.0009211717,0.0001998396,0.000006201032,0.00005911914],"study_design_scores_gemma":[0.001598066,0.004231957,0.9853776,0.00002626764,0.00002618565,0.0001311206,0.005309582,0.00003016887,0.001115645,0.002006596,0.000009604813,0.0001372479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947222,0.00006198301,1.142864e-7,0.0005285088,0.0001110683,0.001020709,0.000001809392,0.00001885153,0.003534773],"genre_scores_gemma":[0.9993677,0.000002200455,0.0001218354,0.000229525,0.00001235973,0.00007366717,0.000001713251,0.000009948436,0.0001810754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00530568,"threshold_uncertainty_score":0.9974492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437286645157731,"score_gpt":0.3320365367905098,"score_spread":0.2876636703389325,"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."}}