{"id":"W4414112187","doi":"10.1097/opx.0000000000002292","title":"Advances in glaucoma research feature issue","year":2025,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Feature (linguistics); Intraocular pressure; Eye care; Vision science; Psychological intervention; Clinical Practice; Sight","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312888,0.00006400327,0.0001302016,0.001041801,0.0002457129,0.00005692875,0.000165133,0.00005610782,0.00003755001],"category_scores_gemma":[0.0005058417,0.00004468363,0.00001791908,0.005115385,0.0007319378,0.0002739161,0.0001383649,0.0002964482,0.00002142799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002959397,"about_ca_system_score_gemma":0.00009577107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007766028,"about_ca_topic_score_gemma":0.000002447443,"domain_scores_codex":[0.9987582,0.00003713233,0.00009845882,0.0003271865,0.0004951864,0.0002838577],"domain_scores_gemma":[0.9994264,0.0001325866,0.0000135834,0.0001878781,0.0001390109,0.0001005926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370562,0.00009677182,0.8714355,0.000126083,9.758323e-7,0.00001882436,0.0001031047,8.038404e-8,0.01257939,0.001223368,0.001395671,0.1128832],"study_design_scores_gemma":[0.0004854655,0.0001811559,0.9093648,0.0003743214,0.00000242226,0.00001125707,0.0006870343,0.0003307421,0.002631549,0.0003897616,0.08549037,0.00005113293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316216,0.005071558,0.00005677606,0.005542036,0.0001486268,0.0001535,3.218103e-7,0.00001214663,0.05739348],"genre_scores_gemma":[0.9936498,0.001351195,0.0006098116,0.0002936439,0.00001821933,0.00000387764,6.007836e-7,0.000002171159,0.004070686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.112832,"threshold_uncertainty_score":0.2696855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348051628865663,"score_gpt":0.4834620899244484,"score_spread":0.4699815736357917,"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."}}