{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006605192,0.0001282634,0.0001958811,0.0005888935,0.000179836,0.0002830237,0.0002294096,0.0004272374,0.0009096616],"category_scores_gemma":[0.003077774,0.0001926179,0.0003631443,0.0004840234,0.0001750091,0.0004145897,0.0001994675,0.0004290434,0.00009874266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477031,"about_ca_system_score_gemma":0.0002236129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002945758,"about_ca_topic_score_gemma":0.00418459,"domain_scores_codex":[0.9995115,0.0001619268,0.00005251936,0.00008799096,0.0001222439,0.00006384438],"domain_scores_gemma":[0.9970061,0.0004908306,0.001994328,0.00009771161,0.0002030303,0.0002080013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002475936,0.00001520958,0.9993454,0.000003077398,0.00001314545,0.00002713836,0.00001091857,0.000009671055,0.00005628918,0.000001843598,0.00002047312,0.000471958],"study_design_scores_gemma":[0.000003195421,0.00007091141,0.9993592,0.000003126336,0.00001011814,0.0003920623,0.00003115756,0.00007288479,0.00002104485,0.000003152437,0.00003196258,0.00000120144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991749,0.0004283044,0.00006082686,0.00004129197,0.000002853227,0.000004934652,0.0001211615,0.000003540656,0.0001621292],"genre_scores_gemma":[0.9996784,0.00008778855,0.00006836837,0.00001316673,0.000006603107,0.000004053715,0.0001019407,6.279885e-7,0.00003916555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002945758,"threshold_uncertainty_score":0.005857229,"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."}}