{"id":"W4323313522","doi":"10.1038/s41598-023-30210-0","title":"Anatomical and functional outcomes of short-term DensironXTRA heavy silicone oil for rhegmatogenous retinal detachments: a comparative case series","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"Tamponade; Vitrectomy; Pars plana; Medicine; Ophthalmology; Retinal detachment; Visual acuity; Retinal; Surgery; Proliferative vitreoretinopathy; Silicone oil","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":[],"consensus_categories":[],"category_scores_codex":[0.0009876895,0.0001623716,0.0005075784,0.0002120584,0.0002610095,0.00004156449,0.00002552392,0.00006382984,0.0000383907],"category_scores_gemma":[0.0001360235,0.0001274572,0.0001808684,0.0003186005,0.0004930948,0.0001074787,0.00006215207,0.00008650948,0.000005423102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984923,"about_ca_system_score_gemma":0.0001501176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001807812,"about_ca_topic_score_gemma":0.00003191592,"domain_scores_codex":[0.998123,0.00003446849,0.0005826374,0.0005471581,0.0004208772,0.0002918202],"domain_scores_gemma":[0.9989173,0.0001043002,0.0001567802,0.0003662095,0.0002686023,0.0001867586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008325803,0.0003666129,0.8585298,0.0006331999,0.0003993123,0.02611965,0.001500833,0.00001198652,0.09820331,0.0002171821,0.01031031,0.002875243],"study_design_scores_gemma":[0.002097231,0.0006617297,0.5544459,0.0004456704,0.0009409115,0.2820565,0.004750746,0.001068291,0.1308987,0.002330811,0.01937606,0.0009275225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997394,0.0001846348,0.0000618042,0.0002427014,0.001524278,0.0002889129,0.00001840281,0.00006765036,0.0002175735],"genre_scores_gemma":[0.9945945,0.00001000587,0.0003804775,0.00002977168,0.00004117804,0.00005218219,0.0001931518,0.00001316855,0.004685585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040839,"threshold_uncertainty_score":0.5197554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05257236285535437,"score_gpt":0.3195051775062572,"score_spread":0.2669328146509028,"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."}}