{"id":"W4401694917","doi":"10.1136/bjo-2023-324005","title":"Reattachment rate with pneumatic retinopexy versus pars plana vitrectomy for single break rhegmatogenous retinal detachment","year":2024,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Pars plana; Vitrectomy; Medicine; Retinal detachment; Ophthalmology; Retinal; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004944484,0.0006707068,0.002783403,0.0003828249,0.0001455591,0.0007919801,0.0005749856,0.001199722,0.002885918],"category_scores_gemma":[0.008285602,0.0004288492,0.003390699,0.0003042018,0.0004993306,0.0007091981,0.0004565867,0.001464546,0.0003424318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295895,"about_ca_system_score_gemma":0.0005925139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004117692,"about_ca_topic_score_gemma":0.0006048774,"domain_scores_codex":[0.9956542,0.002693266,0.0004365518,0.0005321107,0.0004994572,0.0001843459],"domain_scores_gemma":[0.9943029,0.002830727,0.00209001,0.0002786506,0.0001470067,0.0003507607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9249706,0.00234086,0.006250592,0.002815444,0.00429694,0.0001179716,0.00009306154,0.001119065,0.003744383,0.0001135042,0.0003990575,0.05373855],"study_design_scores_gemma":[0.3688935,0.5411171,0.07236652,0.0005986792,0.007723152,0.0006767889,0.0001264855,0.002189455,0.004425968,0.0003368674,0.001461744,0.0000837917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839094,0.01302911,0.0005470066,0.000303794,0.0002407728,0.000736843,0.000291886,0.00002536038,0.0009158557],"genre_scores_gemma":[0.9963486,0.001869922,0.0004832807,0.0001463757,0.0001594534,0.0004016115,0.0001698328,0.000005335915,0.0004156007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004944484,"threshold_uncertainty_score":0.02614927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03553733654182815,"score_gpt":0.3069060994374624,"score_spread":0.2713687628956342,"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."}}