{"id":"W2320142824","doi":"10.1002/j.1538-9235.2001.tb03655.x","title":"A COMPARISON OF CUP-TO-DISC RATIO EVALUATION IN NORMAL SUBJECTS USING STEREO BIOMICROSCOPY AND A DIGITAL IMAGE OF THE OPTIC NERVE HEAD.","year":2001,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cornea; Optic nerve; Head (geology); Optics; Optometry; Refraction; Ophthalmology; Medicine; Computer science; Computer vision; Physics; Geology","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":[0.001006657,0.00006689654,0.000188052,0.0003179219,0.00009321239,0.00005673574,0.00007246191,0.00002454939,0.00001362873],"category_scores_gemma":[0.0004194734,0.00004600345,0.00002457703,0.001908407,0.000370106,0.0004450436,0.0001049024,0.0000559607,5.958503e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002346554,"about_ca_system_score_gemma":0.0001095248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003578243,"about_ca_topic_score_gemma":0.000003318521,"domain_scores_codex":[0.9989998,0.00003562397,0.0002468928,0.0001934055,0.0003852932,0.0001389301],"domain_scores_gemma":[0.9994705,0.00009868525,0.00008979639,0.0001441159,0.0001169177,0.00007998908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001823025,0.0001140915,0.6754999,0.00003367372,0.000001307834,9.708889e-7,0.0005426308,0.00004677124,0.3130664,0.000005628659,0.000002369574,0.010504],"study_design_scores_gemma":[0.0009000935,0.0002616894,0.8726168,0.0002710799,0.00001548709,0.00002880689,0.0009802721,0.0694606,0.05537079,0.00001503496,0.00000863803,0.00007071035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984656,0.0001618811,0.0006503757,0.00009469171,0.00005524472,0.0002587661,0.000003030723,0.000002713811,0.0003076933],"genre_scores_gemma":[0.9994834,0.000004933846,0.0004695568,0.00002147725,0.000005059777,0.000001363189,0.000001045085,0.000002408301,0.00001074113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576956,"threshold_uncertainty_score":0.1875966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674300064371396,"score_gpt":0.4807754838160244,"score_spread":0.4340324831723104,"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."}}