{"id":"W7084196169","doi":"","title":"Comparison of Keratometric Changes After Ab Interno Gel Stent Implantation, Glaucoma Drainage Devices and Trabeculectomy","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Trabeculectomy; Glaucoma; Stent; Astigmatism; Glaucoma surgery; Implant; Open angle glaucoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003634257,0.0002692713,0.000652211,0.001239944,0.00006528076,0.0004560224,0.0007746651,0.00008371184,0.0007077534],"category_scores_gemma":[0.00006332218,0.0002415152,0.00007187113,0.0009515115,0.00004687196,0.0004253102,0.0002020934,0.0002251293,0.000001113178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005466953,"about_ca_system_score_gemma":0.00002220844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001470213,"about_ca_topic_score_gemma":0.0001166615,"domain_scores_codex":[0.9984766,0.0000513323,0.0006091198,0.000222489,0.0003706062,0.0002698015],"domain_scores_gemma":[0.999177,0.0001198655,0.0001953285,0.0002346019,0.0001647198,0.0001084292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008556286,0.00007831124,0.9033695,0.001325992,0.0006001508,0.00001192327,0.0005347999,0.001716672,0.06439894,0.00008678498,0.004112017,0.02367936],"study_design_scores_gemma":[0.0004136674,0.000009394856,0.9544823,0.0005254571,0.000102049,0.000005599941,0.00009523437,0.001569337,0.04020964,0.0003177338,0.002036072,0.0002335476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533762,0.04138844,0.002728025,0.0000297711,0.0005424951,0.0002743314,0.00002959477,0.00004857483,0.001582605],"genre_scores_gemma":[0.9975427,0.00193866,0.000312366,0.00005053098,0.00003904852,0.00003563372,0.000006258868,0.0000289355,0.00004585974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05111279,"threshold_uncertainty_score":0.9848704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199273147694508,"score_gpt":0.4927499738665047,"score_spread":0.3728226590970539,"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."}}