{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009241535,0.0002040459,0.0004320331,0.0006346107,0.0003376696,0.000499632,0.0002774505,0.0003169726,0.001073414],"category_scores_gemma":[0.003996103,0.0001873005,0.0007329754,0.00063036,0.0003815572,0.00041053,0.0006606628,0.00037225,0.0001512189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006008851,"about_ca_system_score_gemma":0.0004959199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291552,"about_ca_topic_score_gemma":0.002112596,"domain_scores_codex":[0.9989556,0.0001753987,0.0001851229,0.0002718269,0.0002428181,0.0001691432],"domain_scores_gemma":[0.9968023,0.0003496784,0.002198105,0.0002239684,0.0001531965,0.0002728113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004851444,0.00007203672,0.9946969,0.00003563044,0.0002148481,0.000323887,0.00006692512,0.00007976758,0.0003085754,0.00002284203,0.0001042231,0.003589221],"study_design_scores_gemma":[0.00004223325,0.0006239295,0.9970738,0.00001742623,0.00006647221,0.001547407,0.0001642204,0.000174815,0.0001372804,0.00002830627,0.0001185374,0.000005519004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994159,0.0002310098,0.00006111951,0.00001929641,0.000004970514,0.000009358145,0.0001051857,0.000001665784,0.0001515064],"genre_scores_gemma":[0.9996653,0.00007263499,0.0000413153,0.00001315873,0.000009104428,0.00000572538,0.0001595994,8.36605e-7,0.00003244181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001291552,"threshold_uncertainty_score":0.004887462,"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."}}