{"id":"W4390135221","doi":"10.1016/j.jcjo.2023.11.020","title":"Cystoid macular edema after vitrectomy and after phacovitrectomy for epiretinal membrane","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vitrectomy; Medicine; Epiretinal membrane; Macular edema; Ophthalmology; Incidence (geometry); Macular hole; Visual acuity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004597884,0.0007235928,0.001034007,0.001845277,0.001757063,0.0009819326,0.0009616045,0.002550511,0.00232552],"category_scores_gemma":[0.003837724,0.0004373104,0.001766924,0.001217978,0.001390655,0.001270059,0.0007253306,0.002941132,0.0003396036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212862,"about_ca_system_score_gemma":0.002144207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180962,"about_ca_topic_score_gemma":0.0127015,"domain_scores_codex":[0.9991512,0.00007601604,0.00009765942,0.00007405005,0.0001638425,0.0004371765],"domain_scores_gemma":[0.9972377,0.0008817328,0.0006128812,0.0002052315,0.0002152341,0.0008471783],"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":[0.001949679,0.0003926693,0.07951381,0.00006806761,0.00009841722,0.9118919,0.0003202249,0.0001805785,0.001265696,0.0003111716,0.0003517257,0.003655988],"study_design_scores_gemma":[0.0003025131,0.0009817356,0.3783052,0.00005613536,0.0001399859,0.6157503,0.0007126187,0.000759786,0.001242904,0.000575512,0.001089288,0.00008407835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871848,0.001853031,0.0003441147,0.001363075,0.0002270963,0.0001061386,0.0002234681,0.00003914813,0.008659132],"genre_scores_gemma":[0.9984605,0.0002598096,0.00006554855,0.0002847402,0.0002418742,0.00000932193,0.0001055604,0.000005215059,0.0005673904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180962,"threshold_uncertainty_score":0.02348173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813828594053951,"score_gpt":0.2766481832991124,"score_spread":0.2585098973585729,"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."}}