{"id":"W4221084758","doi":"10.1111/aos.15118","title":"Impact of tamponade agent on retinal displacement following pars plana vitrectomy for rhegmatogenous retinal detachment repair: a computer simulation model","year":2022,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Tamponade; Vitrectomy; Pars plana; Retinal; Retinal detachment; Medicine; Ophthalmology; Visual acuity","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":[0.0007318206,0.0002956318,0.0005910364,0.0001523866,0.0002863382,0.00001212061,0.0001511546,0.00008157843,0.0002619302],"category_scores_gemma":[0.00009433149,0.0002272303,0.001083065,0.0001696721,0.00003686242,0.00004285303,0.0001675212,0.0002555538,0.000003344916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065876,"about_ca_system_score_gemma":0.0001481345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004873135,"about_ca_topic_score_gemma":1.920799e-7,"domain_scores_codex":[0.9976581,0.000174498,0.0005464524,0.0005216505,0.0006349674,0.0004643475],"domain_scores_gemma":[0.9987029,0.0003643034,0.0002859131,0.0004110913,0.00006505405,0.0001706719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03069615,0.005628292,0.3326199,0.0005047265,0.002408967,0.004368103,0.001297274,0.5891593,0.02360186,0.0002334869,0.00673118,0.002750711],"study_design_scores_gemma":[0.005152343,0.02360919,0.1739946,0.0002801399,0.0008228375,0.002200654,0.0001920607,0.7889612,0.0007808275,0.0004175434,0.002725888,0.000862625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956391,0.00008964133,0.001881652,0.0002189582,0.0001853311,0.001214274,0.00008860667,0.00008542481,0.0005970501],"genre_scores_gemma":[0.9943795,0.000006731424,0.004501103,0.0001896756,0.00007480312,0.0002464171,0.0003082255,0.00003241836,0.0002611125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1998019,"threshold_uncertainty_score":0.9266182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05212220254955947,"score_gpt":0.3452999959978387,"score_spread":0.2931777934482792,"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."}}