{"id":"W4410612969","doi":"10.1097/ico.0000000000003902","title":"Femtosecond Descemet Membrane Endothelial Keratoplasty for Failed Deep Anterior Lamellar Keratoplasty: A Case Series","year":2025,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Descemet membrane; Keratoconus; Ophthalmology; Visual acuity; Surgery; Cornea","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004811213,0.001607434,0.0008477188,0.001562405,0.00245384,0.001289049,0.00116711,0.003150472,0.002018434],"category_scores_gemma":[0.004022709,0.0008836119,0.0010015,0.001109975,0.001689971,0.001188251,0.001090453,0.001372903,0.0009239532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007723468,"about_ca_system_score_gemma":0.0006964125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173657,"about_ca_topic_score_gemma":0.002706077,"domain_scores_codex":[0.9990481,0.00009000374,0.0001549689,0.0001507498,0.0001770752,0.0003791781],"domain_scores_gemma":[0.9973054,0.0006543604,0.0009168144,0.0003609822,0.0002053387,0.000557087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000881061,0.0001272846,0.174602,0.0000714587,0.00007317046,0.8182873,0.0007012353,0.000131285,0.001096427,0.0001469044,0.0004375078,0.004237286],"study_design_scores_gemma":[0.00001280416,0.0001306868,0.02740139,0.00002099025,0.00002290588,0.9709758,0.0003245239,0.000206592,0.0003932099,0.00005685361,0.0004415615,0.00001266533],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995147,0.001660936,0.00106665,0.0002707872,0.00008190485,0.00004604095,0.00005521238,0.00004092988,0.001630431],"genre_scores_gemma":[0.9988202,0.0003327864,0.0003015163,0.0001109789,0.00008335113,0.00001624353,0.00004811836,0.000008688444,0.0002782017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003150472,"threshold_uncertainty_score":0.006752312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208491543543525,"score_gpt":0.2591779350299545,"score_spread":0.2470930195945192,"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."}}