{"id":"W4248585832","doi":"10.1111/aos.13967","title":"This issue of Acta","year":2018,"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; Optometry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005062301,0.0001146468,0.0002412697,0.00003935459,0.00004873445,0.00000534891,0.0001027348,0.00008088403,0.0151522],"category_scores_gemma":[0.0001210988,0.00007493813,0.0001082742,0.0001208164,0.0001603141,0.00003760233,0.0000563081,0.00005897917,0.0005543476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001876795,"about_ca_system_score_gemma":0.00003264222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005000857,"about_ca_topic_score_gemma":9.598801e-8,"domain_scores_codex":[0.999266,0.00002535498,0.0001598531,0.0002013945,0.0001631449,0.0001842033],"domain_scores_gemma":[0.9993206,0.00004386516,0.00007886229,0.0003358755,0.0001002968,0.0001205456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003994042,0.004444533,0.7427188,0.0003280342,0.0008985169,0.003357456,0.0005178697,5.135042e-8,0.09257218,0.0005240025,0.1418568,0.008787809],"study_design_scores_gemma":[0.001308804,0.006212722,0.9233533,0.00009825382,0.0002694483,0.001294258,0.0000587389,0.00001417586,0.01301269,0.0004379447,0.05376049,0.0001791937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7777758,0.0001142692,2.966589e-7,0.0009701506,0.00008096932,0.0001557056,0.0000107315,0.00002326439,0.2208688],"genre_scores_gemma":[0.9889948,0.00004157578,0.0005495573,0.0002361733,0.0001583816,0.000009316808,0.00001898332,0.00001047963,0.009980761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2112189,"threshold_uncertainty_score":0.9857481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680758318952444,"score_gpt":0.3345556119706079,"score_spread":0.2977480287810835,"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."}}