{"id":"W4296564576","doi":"10.1016/j.oret.2022.09.003","title":"Pneumatic Retinopexy in Dialysis-Associated Rhegmatogenous Retinal Detachments","year":2022,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; National Health and Nutrition Examination Survey; Ophthalmology; Dialysis; Retinal detachment; Creatinine; Retinal; Internal medicine; Environmental health","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":[0.000168761,0.0002753597,0.0002723919,0.000758712,0.0007033039,0.0004181586,0.0002108963,0.0006751379,0.001546092],"category_scores_gemma":[0.001325984,0.0001505631,0.0002803596,0.0004056064,0.0004717105,0.0004201507,0.0003806347,0.0006887777,0.0002562658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620978,"about_ca_system_score_gemma":0.0003520469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005566818,"about_ca_topic_score_gemma":0.0008342977,"domain_scores_codex":[0.9998266,0.0000271412,0.00002741247,0.00001984724,0.00003592615,0.00006316461],"domain_scores_gemma":[0.9996419,0.0001256563,0.00008805945,0.00002922535,0.00001640308,0.00009874812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.002648437,0.000285028,0.2067371,0.0001815497,0.0001035566,0.7356346,0.0001961486,0.000606265,0.01253593,0.0008303593,0.001045545,0.03919549],"study_design_scores_gemma":[0.0001114361,0.0007226433,0.1921196,0.00002668011,0.00004641221,0.8011271,0.0001698435,0.00130823,0.00269818,0.000334504,0.001318112,0.00001737271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893793,0.002502783,0.001066285,0.0005700479,0.0001002587,0.00002412398,0.00006742503,0.00004662518,0.006243234],"genre_scores_gemma":[0.9990733,0.0002349382,0.0001826087,0.00007610694,0.00007440358,0.000002504548,0.00001902977,0.000003106568,0.0003339616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001546092,"threshold_uncertainty_score":0.005172193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241276839228824,"score_gpt":0.2833052740983097,"score_spread":0.2608925057060215,"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."}}