{"id":"W3217286937","doi":"10.1177/11206721211064035","title":"Outcomes of Combined Scleral Buckling Plus Pneumatic Retinopexy Vs. Scleral Buckling for Primary Rhegmatogenous Retinal Detachment","year":2021,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Scleral buckle; Medicine; Retinal detachment; Pars plana; Vitrectomy; Scleral buckling; Buckle; Visual acuity; Ophthalmology; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002346666,0.0003103444,0.001438212,0.0002465602,0.0001310847,0.00002932121,0.0002733161,0.00007641384,0.000215828],"category_scores_gemma":[0.0008083299,0.0002545457,0.0007092792,0.0002029155,0.0001611884,0.00009828178,0.0001696619,0.0005175606,0.0000167364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247642,"about_ca_system_score_gemma":0.0004489827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003811323,"about_ca_topic_score_gemma":7.022311e-8,"domain_scores_codex":[0.9962413,0.0007438021,0.001697705,0.000312225,0.0005007395,0.0005041679],"domain_scores_gemma":[0.9970526,0.0004068134,0.00108779,0.0003776151,0.0007886428,0.0002865339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01611922,0.002651501,0.6357679,0.004272877,0.003542608,0.1510561,0.002750967,0.0008263497,0.1712139,0.0007729411,0.001763051,0.009262563],"study_design_scores_gemma":[0.01066632,0.005926121,0.8165777,0.001844458,0.0008440114,0.1530683,0.000440597,0.0002328144,0.008498089,0.0002502796,0.001125702,0.0005255532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890574,0.001089826,0.0009604983,0.001497432,0.0009260962,0.0002967517,0.000008195517,0.00001773386,0.006146115],"genre_scores_gemma":[0.9838024,0.00008959645,0.01421042,0.000434651,0.0002931195,0.000003173893,0.00002900763,0.00007907002,0.001058541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1808099,"threshold_uncertainty_score":0.9999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678875191072295,"score_gpt":0.2905709987335314,"score_spread":0.2537822468228084,"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."}}