{"id":"W3008321469","doi":"10.1097/iae.0000000000002779","title":"PREVALENCE AND RISK FACTORS FOR THE DEVELOPMENT OF PHYSICIAN-GRADED SUBRETINAL FIBROSIS IN EYES TREATED FOR NEOVASCULAR AGE-RELATED MACULAR DEGENERATION","year":2020,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Macular degeneration; Odds ratio; Confidence interval; Visual acuity; Ophthalmology; Incidence (geometry); Risk factor; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001037693,0.0001526957,0.0002566052,0.00003021915,0.0001040689,0.00001355118,0.00005383513,0.0000552271,0.000008294382],"category_scores_gemma":[0.0001652883,0.00009911663,0.0001535694,0.0001443459,0.00005379759,0.00003583571,0.00001748207,0.00005539386,8.002879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003557038,"about_ca_system_score_gemma":0.0000439072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003711203,"about_ca_topic_score_gemma":0.000005509464,"domain_scores_codex":[0.9991003,0.00004064931,0.0002903962,0.0002528657,0.0001528491,0.0001629763],"domain_scores_gemma":[0.9994484,0.0001515326,0.0001285512,0.0001199485,0.00007052607,0.00008109855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589112,0.0002941384,0.9620424,0.001313203,0.0007197789,0.00001088911,0.00292362,0.00007772641,0.01998958,0.0001001207,0.00007502439,0.01086443],"study_design_scores_gemma":[0.002830782,0.0006366916,0.9130232,0.000240059,0.001001975,0.000001123253,0.0002141416,0.004064505,0.07756203,0.00006597526,0.000224741,0.0001347253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996436,0.001301171,0.0004723589,0.000196061,0.00001402145,0.00149281,0.00005145113,0.00001916366,0.00001699039],"genre_scores_gemma":[0.997475,0.0003373321,0.001774867,0.00002557757,0.00002343428,0.0001398359,0.0001547001,0.00001853473,0.00005069017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05757245,"threshold_uncertainty_score":0.4041859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586508236705554,"score_gpt":0.2692826501864536,"score_spread":0.2434175678193981,"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."}}