{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001870579,0.0002023892,0.0001668959,0.0008838115,0.0007735622,0.0003799959,0.0002047508,0.0002530094,0.00444388],"category_scores_gemma":[0.0008873084,0.0001601526,0.0001691536,0.0006731947,0.000241699,0.0004116899,0.0003303687,0.0003130996,0.0003219647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155744,"about_ca_system_score_gemma":0.0006005412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05061292,"about_ca_topic_score_gemma":0.09638369,"domain_scores_codex":[0.9997895,0.00003664309,0.00002263875,0.0000430196,0.00003292908,0.0000753101],"domain_scores_gemma":[0.9994527,0.0000442026,0.0002918646,0.0000139572,0.00004725836,0.0001499679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007121357,0.00002333403,0.9968297,0.00002189664,0.000009700393,0.0005014155,0.0003621947,0.00001404126,0.0003980504,0.0000216226,0.0004417932,0.001304916],"study_design_scores_gemma":[0.000004666622,0.00004105279,0.9983115,0.00002340686,0.000006352601,0.0007897646,0.0005363914,0.00002808215,0.00004939441,0.000006885773,0.0001990196,0.000003517345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99792,0.0002480313,0.00002819813,0.0001164467,0.000005691409,0.00002120196,0.0006965859,0.000003439189,0.0009604266],"genre_scores_gemma":[0.999233,0.0001252265,0.00004007758,0.00004748399,0.000007027769,0.000011289,0.0002741735,0.000001074178,0.000260584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05061292,"threshold_uncertainty_score":0.1006367,"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."}}