{"id":"W4400078613","doi":"10.1097/ijg.0000000000002458","title":"Glaucoma Severity Stage at First Visit at a University Eye Clinic in Congo","year":2024,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Medicine; Ophthalmology; Intraocular pressure; Visual field; Nerve fiber layer; Optometry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005676286,0.0002437206,0.0006240458,0.0004298011,0.00014174,0.00003216878,0.0002430561,0.0002084103,0.0017758],"category_scores_gemma":[0.0001049491,0.0002028593,0.0004764397,0.0005121653,0.0001531548,0.0002234321,0.0001959811,0.0007040293,0.0003600993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008969394,"about_ca_system_score_gemma":0.0002332053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052294,"about_ca_topic_score_gemma":0.0007029685,"domain_scores_codex":[0.9980484,0.0001210546,0.0006561357,0.0002839784,0.0005004322,0.0003900091],"domain_scores_gemma":[0.9988027,0.0002355612,0.0002431558,0.000254099,0.0001347061,0.000329821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001845511,0.0002627521,0.9723737,0.0003673224,0.0001706663,0.008659065,0.0005191459,5.370853e-8,0.001427687,0.00008597004,0.01393671,0.0003514182],"study_design_scores_gemma":[0.002071226,0.0007502128,0.7470978,0.0005450419,0.0001508538,0.0008736411,0.0003756607,0.0002759229,0.0001835625,0.00004005954,0.2474744,0.000161676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872038,0.002138023,0.00002309429,0.00480143,0.0006491834,0.0002265932,0.00001987948,0.00004533744,0.004892671],"genre_scores_gemma":[0.9705043,0.000809107,0.0001793772,0.0002596335,0.0001789866,4.817481e-7,0.000008226189,0.00003258093,0.02802734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2335377,"threshold_uncertainty_score":0.9991367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123350389283842,"score_gpt":0.2678840701946414,"score_spread":0.2566505663018029,"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."}}