{"id":"W4213148890","doi":"10.1097/iae.0000000000003425","title":"OUTCOMES IN PRIMARY UNCOMPLICATED RHEGMATOGENOUS RETINAL DETACHMENT REPAIR USING PARS PLANA VITRECTOMY WITH OR WITHOUT SCLERAL BUCKLE","year":2022,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Saint-Sacrement; Université Laval","funders":"","keywords":"Medicine; Scleral buckle; Pars plana; Vitrectomy; Retinal detachment; Ophthalmology; Visual acuity; Cohort; Retrospective cohort study; Surgery; Cohort study; Retinal; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005927547,0.0003063522,0.0008000956,0.0002296284,0.0002440521,0.00001801902,0.0001423375,0.00006155158,0.0003170581],"category_scores_gemma":[0.00004262849,0.0002168547,0.0001855281,0.000575008,0.0000931633,0.00005795718,0.0001853361,0.0004952922,0.00001282628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391677,"about_ca_system_score_gemma":0.0003957226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005400648,"about_ca_topic_score_gemma":0.00004314576,"domain_scores_codex":[0.9974771,0.0002148889,0.00050116,0.0005495158,0.0007032845,0.0005540881],"domain_scores_gemma":[0.9989756,0.00009592053,0.0001955985,0.0004816691,0.00006151204,0.0001897255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004069004,0.0004810958,0.9876291,0.0001858901,0.0001392466,0.002113724,0.0003012099,0.00009500642,0.003765241,0.00001991231,0.0004932703,0.0007073008],"study_design_scores_gemma":[0.005907122,0.002046674,0.9545631,0.0005593526,0.0003808238,0.006895677,0.0008289515,0.002948919,0.00136698,0.00003140451,0.02360895,0.0008620842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955318,0.0002130358,0.00005992934,0.0006757132,0.0001030867,0.0008454855,0.0000173826,0.0002432984,0.002310273],"genre_scores_gemma":[0.9924386,0.00002321036,0.004623689,0.0009952306,0.00004975976,0.0001270442,0.0001047236,0.0000641671,0.001573646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03306604,"threshold_uncertainty_score":0.8843079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364092105296573,"score_gpt":0.2837348500228949,"score_spread":0.2500939289699292,"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."}}