{"id":"W1993805113","doi":"10.1155/2012/723169","title":"Incidence and Characteristics of Patients with Visual Impairment due to Macular Edema Secondary to Retinal Vein Occlusion in a Representative Canadian Cohort","year":2012,"lang":"en","type":"article","venue":"Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novartis (Canada); Parkwood Institute; Lawson Health Research Institute","funders":"","keywords":"Medicine; Macular edema; Cohort; Retinal Vein; Incidence (geometry); Occlusion; Retrospective cohort study; Visual acuity; Branch retinal vein occlusion; Ophthalmology; Internal medicine; Surgery; Geometry","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":[0.0002600671,0.0001143817,0.0004201905,0.0002771836,0.00002861138,0.000004895732,0.00005305697,0.00005163179,0.0001734572],"category_scores_gemma":[0.0001217528,0.00008407535,0.00004219469,0.0001410441,0.00004002627,0.00008358876,0.00005443099,0.0001318348,0.0000040893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058056,"about_ca_system_score_gemma":0.0002414216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002072497,"about_ca_topic_score_gemma":0.00008044737,"domain_scores_codex":[0.9989356,0.00008862885,0.0003515044,0.0001235626,0.0002446573,0.0002560547],"domain_scores_gemma":[0.9987437,0.0000424718,0.0002173281,0.00008971756,0.0002275534,0.0006792184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002566346,0.0004888675,0.9875563,0.00003854983,0.00008896318,0.008093753,0.0006948436,0.000001480171,0.0001201968,0.000002512942,0.0001159091,0.0002322512],"study_design_scores_gemma":[0.001247348,0.005847478,0.9843588,0.0001846309,0.00009883424,0.007882901,0.0001789878,0.000003134558,0.00009431152,0.000005246516,0.0000284666,0.00006988511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988169,0.00008143512,0.000009262947,0.0003798057,0.00007797448,0.0004079828,0.00003177984,8.111743e-7,0.0001940326],"genre_scores_gemma":[0.999114,0.000004126427,0.0006077088,0.0001587472,0.00005014695,0.000004641505,0.00001436914,0.00001047858,0.00003576428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005358611,"threshold_uncertainty_score":0.3428493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008550210527701505,"score_gpt":0.3063051158821823,"score_spread":0.2977549053544808,"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."}}