{"id":"W2897004797","doi":"10.1111/aos.13951","title":"Inconsistent distortion in ultra‐widefield fundus image","year":2018,"lang":"en","type":"letter","venue":"Acta Ophthalmologica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fundus (uterus); Ophthalmology; Distortion (music); Optics; Optometry; Medicine; Physics; Optoelectronics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009050241,0.0004090515,0.0006546236,0.0001675037,0.00006701594,0.00003613124,0.0001819838,0.0008758161,0.002171414],"category_scores_gemma":[0.0002129461,0.000299663,0.0003330665,0.0001589677,0.0001745584,0.00006689434,0.00006188192,0.000999162,0.0004176086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523806,"about_ca_system_score_gemma":0.00009213606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002158894,"about_ca_topic_score_gemma":0.000001695525,"domain_scores_codex":[0.9979362,0.0001097005,0.0004348074,0.0006556189,0.0003709903,0.0004926266],"domain_scores_gemma":[0.9987749,0.0001462773,0.000216139,0.0006487938,0.00008988667,0.0001240229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004154607,0.0005647553,0.0665187,0.0003423838,0.0002015894,0.05309373,0.0000293264,3.864538e-8,0.0003475069,0.000002688961,0.8780063,0.0004775093],"study_design_scores_gemma":[0.00220335,0.003883754,0.681814,0.0008156068,0.0007506534,0.006484659,0.00004591979,0.000002276486,0.0001893345,0.0009286122,0.3020882,0.0007936569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5947348,0.0006683424,0.000001565062,0.3034072,0.0005912868,0.001013477,0.0001160021,0.00009242692,0.09937485],"genre_scores_gemma":[0.8789317,0.0001139722,0.0001843319,0.1113303,0.001235187,0.0001177013,0.001148088,0.0000458663,0.00689286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152952,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04259220028228037,"score_gpt":0.3085303118060659,"score_spread":0.2659381115237855,"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."}}