{"id":"W4229377572","doi":"10.1111/aos.15158","title":"This issue of ACTA 100‐4","year":2022,"lang":"en","type":"editorial","venue":"Acta Ophthalmologica","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic retinopathy; Fundus camera; Fundus (uterus); Incidence (geometry); Optometry; Retinal; Ophthalmology; Disease; Diabetes mellitus; Pediatrics; Ophthalmoscopy; Internal medicine; Endocrinology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001462103,0.001878634,0.001373928,0.002171572,0.001442657,0.006922731,0.001715547,0.00474647,0.309797],"category_scores_gemma":[0.008215091,0.000841683,0.001270765,0.001525663,0.001181143,0.002846862,0.001922963,0.005329149,0.2160441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408869,"about_ca_system_score_gemma":0.001503151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330383,"about_ca_topic_score_gemma":0.002343792,"domain_scores_codex":[0.9987473,0.0002128118,0.0001557768,0.0001713175,0.0005319435,0.0001807746],"domain_scores_gemma":[0.9958406,0.001076801,0.0004096647,0.0003511076,0.001348434,0.0009733653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005061122,0.00004046917,0.0002098037,0.0002094558,0.000009031804,0.0002137414,0.00001337628,0.00003908803,0.0002299404,0.0005651905,0.9664284,0.03199087],"study_design_scores_gemma":[0.00001280141,0.0000134222,0.0003704903,0.0001644649,0.000003683706,0.0002391565,0.00002127381,0.0000392968,0.00005061135,0.0002783269,0.9988009,0.000005460576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006026371,0.01574393,0.0006923375,0.05008391,0.8175035,0.00006843601,0.0008510005,0.0008313958,0.1136228],"genre_scores_gemma":[0.004641649,0.01629797,0.0008549417,0.06933273,0.4397684,0.0001643987,0.001646796,0.0007952353,0.4664978],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.309797,"threshold_uncertainty_score":0.9844908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604470874436003,"score_gpt":0.3194403179958827,"score_spread":0.2933956092515226,"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."}}