{"id":"W4283525691","doi":"10.1111/aos.15202","title":"<scp>DMEK</scp> graft: One size does not fit all","year":2022,"lang":"en","type":"review","venue":"Acta Ophthalmologica","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Medical Research Council","keywords":"Medicine; Descemet membrane; Grafting; Bullous keratopathy; Ophthalmology; Graft rejection; Surgery; Transplantation; Cornea; Materials science","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":[0.0003323697,0.0004127757,0.0006492074,0.001357159,0.0002213054,0.0007614154,0.0004573632,0.0008352781,0.006096614],"category_scores_gemma":[0.0007255023,0.00009224451,0.0005588202,0.0008709548,0.0003462894,0.001092753,0.0003589015,0.00110225,0.003231208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000303278,"about_ca_system_score_gemma":0.0007165208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009438854,"about_ca_topic_score_gemma":0.001561665,"domain_scores_codex":[0.9997734,0.00003041597,0.00004169531,0.00002905219,0.0001080496,0.00001732504],"domain_scores_gemma":[0.9997049,0.0001312925,0.00005700134,0.00001239826,0.00007361271,0.00002072573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008697714,0.00004119872,0.0002928513,0.02193908,0.0001153013,0.0005515225,0.00005473247,0.0001054561,0.003043292,0.003204786,0.0769567,0.893608],"study_design_scores_gemma":[0.00001627172,0.00008376888,0.00139168,0.006124829,0.0001197971,0.006398103,0.0000579493,0.00007752734,0.001130356,0.001335574,0.9832479,0.00001621694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006012735,0.9905732,0.000422246,0.001482313,0.0008795199,0.00002133656,0.0001053572,0.00004593217,0.005868683],"genre_scores_gemma":[0.003947745,0.988897,0.0006764292,0.001708379,0.000627182,0.00001420636,0.0002235952,0.00001599704,0.003889281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006096614,"threshold_uncertainty_score":0.02039516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475126556758211,"score_gpt":0.3523953098748822,"score_spread":0.204882654199061,"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."}}