{"id":"W2325797069","doi":"10.1097/00003226-200301000-00022","title":"Bilateral Corneal Ring Opacity of Unknown Origin","year":2003,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Stroma; Asymptomatic; Medicine; Abnormality; Ophthalmology; Corneal opacity; Etiology; Pathology; Cornea","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":[],"consensus_categories":[],"category_scores_codex":[0.0001389085,0.0001347475,0.0003074174,0.00006522641,0.00004605419,0.000007094161,0.00004114593,0.00006370674,0.0004934224],"category_scores_gemma":[0.00009521962,0.0001097915,0.0001170155,0.0002077662,0.00006525655,0.00005697012,0.00001629989,0.0001143605,0.00009995828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005574611,"about_ca_system_score_gemma":0.00008588337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005309004,"about_ca_topic_score_gemma":0.000009276991,"domain_scores_codex":[0.99913,0.00004154727,0.0002357471,0.0002104369,0.0001469195,0.000235321],"domain_scores_gemma":[0.9993857,0.00006211153,0.0000720993,0.0002684793,0.00006352618,0.0001481304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000284851,0.0005244907,0.9757198,0.00009425469,0.0001310316,0.0003205878,0.0001360127,0.000008232901,0.004256065,0.005081584,0.0005078972,0.01293516],"study_design_scores_gemma":[0.006740447,0.0009648685,0.7746229,0.0003565428,0.0004055391,0.0007158007,0.00005023959,0.0004201574,0.1392772,0.001526124,0.07438587,0.0005343011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691491,0.0001711442,0.0001011362,0.00003383415,0.0003117568,0.000173548,0.000007534888,0.00004854268,0.03000348],"genre_scores_gemma":[0.9970502,0.00002178443,0.0003003411,0.00008188292,0.00004302338,0.000007952949,0.0000147448,0.00001494069,0.002465148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010969,"threshold_uncertainty_score":0.540263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04313679337671984,"score_gpt":0.2881762433161236,"score_spread":0.2450394499394037,"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."}}