{"id":"W4300983659","doi":"","title":"Diagnostic Ophthalmology.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ophthalmology; Medicine; Optometry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006200872,0.00004302916,0.00008013822,0.00003405424,0.00002272175,0.00000219235,0.00003388933,0.00002916685,0.0009261862],"category_scores_gemma":[0.0003856465,0.00003357707,0.00003773514,0.00006256514,0.00004585162,0.00002056052,0.00001504256,0.00006015128,0.0001674079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009971309,"about_ca_system_score_gemma":0.000009140152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000199184,"about_ca_topic_score_gemma":4.908836e-7,"domain_scores_codex":[0.9996129,0.000008001051,0.00007505466,0.00008769273,0.00005428683,0.0001620177],"domain_scores_gemma":[0.9996518,0.0000761084,0.0000150323,0.0001182404,0.00002373069,0.0001150453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001203551,0.0005391,0.8762103,0.00005560051,0.0001075726,0.002793215,0.0003464002,8.918528e-8,0.00002820036,0.006357415,0.006105644,0.1073361],"study_design_scores_gemma":[0.0002321941,0.00003670587,0.9956435,0.000004237875,0.00004627303,0.0008822507,0.00001719686,8.7186e-7,0.0002413867,0.001416719,0.001440189,0.00003845698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7113069,0.00007694167,0.00001284385,0.0004162976,0.0001202675,0.0002930337,0.000001787338,0.00003122232,0.2877408],"genre_scores_gemma":[0.9914626,0.000007902211,0.0002389856,0.000181562,0.00007929989,0.0008338933,0.000005228495,0.000005429173,0.007185106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2805557,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07173116445916498,"score_gpt":0.2447970657769063,"score_spread":0.1730659013177414,"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."}}