{"id":"W4229869047","doi":"10.1111/aos.13660","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; Diabetic retinopathy; Ophthalmology; Incidence (geometry); Glaucoma; Pupil; Visual acuity; Optometry; Diabetes mellitus; Psychology; 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":[0.001378804,0.001512892,0.001235964,0.002027303,0.001543271,0.008201055,0.001420814,0.003524309,0.4842649],"category_scores_gemma":[0.006070222,0.0005710212,0.0009923148,0.001322287,0.001036842,0.003382711,0.002491995,0.004735108,0.3885246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001116868,"about_ca_system_score_gemma":0.001748435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008373572,"about_ca_topic_score_gemma":0.001706813,"domain_scores_codex":[0.9986104,0.0001804401,0.0001236244,0.0002400174,0.0006643296,0.0001812443],"domain_scores_gemma":[0.9964666,0.0006195745,0.0002874366,0.000490354,0.001088158,0.001047731],"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":[0.00002483824,0.00002601723,0.0001219403,0.0001575226,0.000004880047,0.00006819709,0.0000248305,0.00001764106,0.0001869129,0.001248285,0.9581594,0.03995949],"study_design_scores_gemma":[0.000003848805,0.0000073377,0.0001554835,0.00006958059,0.000001477354,0.0000783718,0.00001986213,0.00001130265,0.00002820884,0.0002768801,0.999345,0.000002669411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006717439,0.02224934,0.001067708,0.04016711,0.5565802,0.0001196444,0.001536129,0.001776353,0.3758318],"genre_scores_gemma":[0.002848292,0.0116653,0.0007155603,0.02437131,0.1631311,0.0001047188,0.001679775,0.0007625025,0.7947214],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4842649,"threshold_uncertainty_score":0.7356336,"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."}}