{"id":"W4406215151","doi":"10.1186/s40942-024-00623-8","title":"Suprachoroidal injection of triamcinolone acetonide as adjuvant to surgical treatment of epiretinal membrane","year":2025,"lang":"en","type":"article","venue":"International Journal of Retina and Vitreous","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Vitrectomy; Epiretinal membrane; Triamcinolone acetonide; Ophthalmology; Acetonide; Macular edema; Visual acuity; Surgery","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":[0.0003185458,0.0001308486,0.0005591416,0.0004333004,0.00002101842,0.00001050088,0.00009569032,0.0000710483,0.00007580257],"category_scores_gemma":[0.0002683201,0.00009477064,0.0002695392,0.000149009,0.00008096717,0.00005294206,0.00003586012,0.0001145823,0.000002605652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000964498,"about_ca_system_score_gemma":0.0001907218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619575,"about_ca_topic_score_gemma":0.000005126995,"domain_scores_codex":[0.9985412,0.00007198283,0.0006810481,0.0001369712,0.0004470226,0.0001217904],"domain_scores_gemma":[0.9985789,0.0002169657,0.0003680651,0.00009734582,0.0006183316,0.0001203804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0678761,0.003374946,0.1839343,0.0003442453,0.00282944,0.007438468,0.001527589,0.0001275684,0.2902057,0.002920228,0.001471643,0.4379498],"study_design_scores_gemma":[0.01711557,0.01795147,0.1192429,0.002433571,0.001085805,0.03617499,0.0007901646,0.0001777272,0.7138633,0.00076283,0.09004748,0.0003541868],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916992,0.001376313,0.0001149367,0.003966369,0.0005545601,0.0001403344,0.000009720779,0.00000588849,0.002132714],"genre_scores_gemma":[0.9961969,0.001435371,0.0004263428,0.00008395753,0.000218333,0.000002627401,0.000006336473,0.000007530597,0.001622547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4375956,"threshold_uncertainty_score":0.3864634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117814106652083,"score_gpt":0.3297480627287927,"score_spread":0.3185699216622719,"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."}}