{"id":"W4399330956","doi":"10.1097/iae.0000000000004172","title":"IMAGING PREDICTORS OF FUNCTIONAL OUTCOMES AFTER RHEGMATOGENOUS RETINAL DETACHMENT REPAIR","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; St. Joseph’s Healthcare Hamilton; St. Michael's Hospital","funders":"","keywords":"Metamorphopsia; Ophthalmology; Visual acuity; Optical coherence tomography; Medicine; Fundus (uterus); External limiting membrane; Retinal; Retinal detachment; Retinal pigment epithelium","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":[0.0003775983,0.000169077,0.0003168927,0.0001516177,0.0000348386,0.00001517768,0.00004028288,0.00005240804,0.0006032545],"category_scores_gemma":[0.00008857752,0.0001233491,0.0004440476,0.00017737,0.00009230241,0.00006001484,0.00005430996,0.000187228,0.00009698683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006819657,"about_ca_system_score_gemma":0.0001245534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002040553,"about_ca_topic_score_gemma":8.745874e-7,"domain_scores_codex":[0.9985664,0.00003998192,0.0003741403,0.0003087709,0.000461195,0.0002494534],"domain_scores_gemma":[0.9993867,0.00009074302,0.00005009784,0.0002613164,0.00008760491,0.0001235425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003006717,0.00009309039,0.9859992,0.0006644144,0.0002094527,0.001072229,0.0001800123,0.000001469033,0.001773042,0.000351454,0.007437715,0.001917236],"study_design_scores_gemma":[0.0003451525,0.0001108468,0.9221591,0.0007852647,0.0003876218,0.000873483,0.00009820238,0.0004999675,0.001513492,0.0001171659,0.07291789,0.0001918263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851524,0.004656027,0.0004053585,0.001440343,0.0009397437,0.000243031,0.0000149775,0.0003449743,0.006803169],"genre_scores_gemma":[0.9953045,0.00008831332,0.000425175,0.0002500135,0.0002419249,0.00003635038,0.00002913749,0.00003054838,0.003594068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06548017,"threshold_uncertainty_score":0.6605214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036818055298767,"score_gpt":0.2528641094734378,"score_spread":0.2424959289204502,"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."}}