{"id":"W4390733442","doi":"10.1097/iae.0000000000004034","title":"POSTOPERATIVE PHOTORECEPTOR INTEGRITY AND ANATOMICAL OUTCOMES BASED ON PRESENTING MORPHOLOGIC STAGE OF RHEGMATOGENOUS RETINAL DETACHMENT","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; Western University; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Retinal detachment; Ophthalmology; Stage (stratigraphy); Medicine; Retinal; Anatomy; Optometry; Biology","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":[0.000354732,0.0002244872,0.0001910396,0.0005910387,0.0002109591,0.0003681051,0.0002126693,0.0003148633,0.001813469],"category_scores_gemma":[0.002116087,0.0001476898,0.0002736118,0.0004127286,0.0002416923,0.0003575479,0.0003435934,0.0002787588,0.000233714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002127784,"about_ca_system_score_gemma":0.0002062682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270342,"about_ca_topic_score_gemma":0.002257434,"domain_scores_codex":[0.9997494,0.00004292279,0.0000393896,0.00005503513,0.00006296296,0.00005033569],"domain_scores_gemma":[0.9983867,0.0002397114,0.0009009977,0.00008303559,0.00016198,0.0002275895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000939361,0.00001399644,0.9990621,0.000002958068,0.000008462557,0.00008399621,0.00001559675,0.00001309758,0.000202685,0.000002373601,0.00001376845,0.0004869181],"study_design_scores_gemma":[0.000002771223,0.00007891556,0.9992107,0.000002248597,0.000006235728,0.0005289416,0.00004259027,0.0000442455,0.00005545296,0.00000341678,0.00002317471,0.000001158447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997094,0.00007309259,0.00002482441,0.00000582228,0.000001572123,0.000004141819,0.00008062806,0.000001033253,0.00009939539],"genre_scores_gemma":[0.9997997,0.00002249022,0.00002646382,0.000003597454,0.000002344925,0.00000289068,0.0001119942,3.536623e-7,0.00003019866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001813469,"threshold_uncertainty_score":0.00606668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657300401479994,"score_gpt":0.314790255632846,"score_spread":0.288217251618046,"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."}}