{"id":"W4384562766","doi":"10.1016/j.oret.2023.07.010","title":"Pneumatic Retinopexy for Rhegmatogenous Retinal Detachment in Elderly Patients","year":2023,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health; Western University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Retinal detachment; Ophthalmology; Proliferative vitreoretinopathy; Visual acuity; Retina; Retinal","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":[0.0008251108,0.0002654012,0.000625335,0.0003331871,0.0001126785,0.00001432763,0.0001530772,0.0002301121,0.000193686],"category_scores_gemma":[0.0005682726,0.0002341466,0.0002257533,0.0005298848,0.0001143312,0.00004650556,0.00009516776,0.0002667545,0.0003637143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009053512,"about_ca_system_score_gemma":0.00009680934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003431041,"about_ca_topic_score_gemma":0.000001385573,"domain_scores_codex":[0.9976967,0.0001423975,0.0006041363,0.0005248576,0.000295786,0.0007361362],"domain_scores_gemma":[0.9987979,0.0003023956,0.0001626283,0.0004079216,0.0001548009,0.0001743693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001081856,0.0004716273,0.9846369,0.0006358125,0.00006874011,0.002564359,0.0003601894,0.000004702246,0.001720498,0.0002392012,0.003991139,0.004224962],"study_design_scores_gemma":[0.003528069,0.003438706,0.9795389,0.0004932235,0.0001247133,0.003441534,0.0002165617,0.0003104491,0.00127753,0.001434641,0.005728375,0.0004672757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880755,0.0001120021,0.00001451268,0.001153049,0.0004177944,0.001245937,0.00001495803,0.0001165046,0.00884975],"genre_scores_gemma":[0.9946873,0.00004427183,0.0006973356,0.0001459873,0.00008396377,0.0003498035,0.0002894764,0.00005419821,0.003647621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00661185,"threshold_uncertainty_score":0.9548222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091068119453837,"score_gpt":0.3142123720553202,"score_spread":0.2833016908607818,"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."}}