{"id":"W1982901421","doi":"10.1155/2014/939315","title":"Costs and Quality of Life in Diabetic Macular Edema: Canadian Burden of Diabetic Macular Edema Observational Study (C-REALITY)","year":2014,"lang":"en","type":"article","venue":"Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); St Joseph's Health Care; St Joseph's Health Centre","funders":"","keywords":"Medicine; Visual acuity; Diabetic macular edema; Observational study; Quality of life (healthcare); Blurred vision; Macular edema; Ophthalmology; Diabetes mellitus; Optometry; Diabetic retinopathy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013286,0.0001686669,0.001015897,0.0003292769,0.00003101167,0.000006730221,0.0001353061,0.0001164765,0.0001704121],"category_scores_gemma":[0.001012055,0.0001373745,0.0001655172,0.0002142236,0.0001360437,0.00006082601,0.00003874445,0.0001754812,0.000002116393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001437401,"about_ca_system_score_gemma":0.0004293265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02468605,"about_ca_topic_score_gemma":0.0005227884,"domain_scores_codex":[0.9975269,0.0005282843,0.001085137,0.0001887833,0.0004027721,0.00026816],"domain_scores_gemma":[0.9980356,0.0002892506,0.0006131001,0.0002412713,0.0003476804,0.0004730606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003528567,0.000731715,0.9963279,0.0002124398,0.0003765603,0.0008421632,0.0002033689,0.00005498841,0.0005342349,0.0001941373,0.00002530349,0.0001443581],"study_design_scores_gemma":[0.004043914,0.002037679,0.9917242,0.0001663839,0.0002829935,0.0005650147,0.0003408737,0.00009472025,0.00006088239,0.0005663191,0.00002407965,0.00009294401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969103,0.0009194733,0.000003848063,0.0009041901,0.000102558,0.0003612784,0.0000265733,0.000001495158,0.0007702549],"genre_scores_gemma":[0.99957,0.00002185931,0.0001531227,0.00007153985,0.0000929534,0.000007064711,0.00001387236,0.00001532692,0.00005423942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02416326,"threshold_uncertainty_score":0.9818087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09176480319484256,"score_gpt":0.3660430999612059,"score_spread":0.2742782967663633,"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."}}