{"id":"W4243487906","doi":"10.1111/aos.13625","title":"This issue of ACTA","year":2017,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Ranibizumab; Visual acuity; Retinal; Retinal detachment; Proliferative vitreoretinopathy; Fundus photography; Fundus (uterus); Diabetic retinopathy; Optometry; Surgery; Diabetes mellitus; Fluorescein angiography; 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":[0.0009790984,0.001283332,0.001000874,0.00156518,0.001206529,0.006972592,0.001251717,0.002759518,0.6688684],"category_scores_gemma":[0.0045981,0.0005039361,0.0008313377,0.001168826,0.0008419068,0.00275536,0.002169443,0.00371019,0.60263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008292422,"about_ca_system_score_gemma":0.001530201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000903186,"about_ca_topic_score_gemma":0.001400094,"domain_scores_codex":[0.9990931,0.0001150943,0.00007660398,0.0001790106,0.0004139928,0.0001222884],"domain_scores_gemma":[0.9977018,0.0003568341,0.0001615695,0.0003966364,0.0007118427,0.0006713738],"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":[0.00003348791,0.00004294143,0.0001916702,0.0001913032,0.000005593729,0.00009652787,0.00002587474,0.00002200233,0.0002492688,0.001564176,0.9290914,0.0684858],"study_design_scores_gemma":[0.000005493822,0.000006904064,0.0001844475,0.00007351024,0.000001359304,0.00008688312,0.00002059671,0.00001405379,0.00003674858,0.0002877831,0.9992799,0.000002374017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0008543615,0.01352148,0.001243454,0.02303592,0.227054,0.0001630313,0.002650355,0.002346373,0.729131],"genre_scores_gemma":[0.002674159,0.006369822,0.000695973,0.01207408,0.04098129,0.00009971287,0.001873912,0.0007529943,0.9344782],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6688684,"threshold_uncertainty_score":0.472319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964775872854093,"score_gpt":0.3527469961761719,"score_spread":0.303099237447631,"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."}}