{"id":"W2794234362","doi":"10.1097/icl.0000000000000466","title":"Longitudinal Changes in Disc and Retinal Lesions Among Highly Myopic Adolescents in Singapore Over a 10-Year Period","year":2018,"lang":"en","type":"article","venue":"Eye & Contact Lens Science & Clinical Practice","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Dioptre; Ophthalmology; Fundus (uterus); Fundus photography; Retinal; Optical coherence tomography; Visual acuity; Optometry; Fluorescein angiography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003424259,0.0002152745,0.0005080297,0.0002405817,0.0003683976,0.00006599549,0.0001991326,0.0001718132,0.0001684245],"category_scores_gemma":[0.01087175,0.0001739459,0.00006152874,0.0006464086,0.002249776,0.0009819139,0.0003039293,0.0008055901,0.00007860031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208802,"about_ca_system_score_gemma":0.0002568928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003056729,"about_ca_topic_score_gemma":0.0005096847,"domain_scores_codex":[0.9972318,0.0002986309,0.0005920925,0.0007818943,0.0004923179,0.0006032708],"domain_scores_gemma":[0.9982207,0.0006883997,0.0002761497,0.0003434287,0.0002327196,0.0002385564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00136697,0.001235868,0.9950637,0.00003215632,0.00001433295,0.0003275996,0.0006471182,7.289491e-8,0.0004482046,0.0001453675,0.0001323131,0.000586316],"study_design_scores_gemma":[0.00228388,0.006112953,0.988214,0.0007023271,0.00008200988,0.00006560908,0.001079854,0.0001062057,0.00003578297,0.00001930915,0.001115442,0.0001826017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887468,0.000103486,0.000003849028,0.007549842,0.0004427728,0.0004074843,0.000002783325,0.00002714582,0.00271585],"genre_scores_gemma":[0.9977409,0.0001421165,0.0002554417,0.001066108,0.0003377816,0.00001250013,0.000001804182,0.00001231889,0.0004310133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008994129,"threshold_uncertainty_score":0.9974601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08868684428613514,"score_gpt":0.4584288740017477,"score_spread":0.3697420297156125,"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."}}