{"id":"W4408060943","doi":"10.1097/iae.0000000000004442","title":"RESCUE PNEUMATIC RETINOPEXY FOR RETINAL DETACHMENT IN VITRECTOMIZED EYES","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Heed Ophthalmic Foundation","keywords":"Pars plana; Vitrectomy; Retinal detachment; Ophthalmology; Medicine; Retina; Retinal; Visual acuity; Optics; Physics","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":[0.0002539399,0.0002146793,0.0003034686,0.0003342553,0.0001924228,0.0002293903,0.0001868682,0.0002465446,0.0007740422],"category_scores_gemma":[0.001516778,0.00008622796,0.0003078326,0.0001868912,0.0002378878,0.0001760037,0.0001718506,0.0002870067,0.000135113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001617317,"about_ca_system_score_gemma":0.0001701921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003818652,"about_ca_topic_score_gemma":0.0006699028,"domain_scores_codex":[0.9998019,0.00005152293,0.00002366919,0.00003100232,0.00005970328,0.00003209381],"domain_scores_gemma":[0.9994293,0.0001086367,0.0002990635,0.00004738108,0.00003193691,0.00008369358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005275486,0.0006964318,0.8606486,0.0003669651,0.0004424853,0.01349002,0.000398933,0.0008459791,0.02435477,0.00006638714,0.0007032428,0.09271081],"study_design_scores_gemma":[0.0002383451,0.00984254,0.9293265,0.00006179841,0.0001270515,0.05485883,0.0001902385,0.0006931266,0.003701079,0.00004259004,0.0009015138,0.00001646635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998656,0.0008540738,0.0001505135,0.00001991811,0.000006445565,0.00001036395,0.00003808783,0.000008546856,0.000256016],"genre_scores_gemma":[0.9993926,0.0002564598,0.0001652437,0.00001762435,0.00001550242,0.000006735925,0.00007684195,0.000001792741,0.0000672249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007740422,"threshold_uncertainty_score":0.002589464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220462537803795,"score_gpt":0.3197957341835366,"score_spread":0.3075911088054987,"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."}}