{"id":"W1138012010","doi":"","title":"Descemet’s Stripping Automated Endothelial Keratoplasty (DSAEK) vs Ultra-Thin DSAEK (UT-DSAEK) vs Descemet’s Membrane Endothelial Keratoplasty (DMEK)","year":2013,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Descemet membrane; Ophthalmology; Stripping (fiber); Medicine; Descemet's membrane; 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":[0.0003109933,0.0002543894,0.0005755756,0.000290056,0.0001455718,0.0005081323,0.0002870546,0.0003044672,0.004872339],"category_scores_gemma":[0.0007857168,0.00006549567,0.0005492726,0.0003410184,0.0002137143,0.000879561,0.0001834628,0.000777366,0.0003043399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415074,"about_ca_system_score_gemma":0.0003570481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008976395,"about_ca_topic_score_gemma":0.001748837,"domain_scores_codex":[0.9997928,0.00003036913,0.00003365316,0.00003289554,0.00004102303,0.00006935711],"domain_scores_gemma":[0.9992917,0.0003727677,0.0000756287,0.00004900824,0.00004978343,0.0001611495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5148547,0.004358937,0.01981933,0.002212815,0.002166078,0.001079473,0.0001259978,0.002430027,0.05038337,0.004210216,0.00456876,0.3937903],"study_design_scores_gemma":[0.03702932,0.2229271,0.5260738,0.0009632192,0.01158408,0.01194003,0.002522307,0.01492061,0.1325785,0.009478338,0.02970576,0.0002768952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854463,0.008492214,0.0005243064,0.0003153812,0.0006919737,0.00002802988,0.0003591891,0.00004530037,0.004097248],"genre_scores_gemma":[0.9957693,0.002214962,0.0005049314,0.0001075903,0.0001324654,0.00001327048,0.0001751109,0.000007220347,0.001075263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004872339,"threshold_uncertainty_score":0.01629966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531815723519829,"score_gpt":0.3062044623335732,"score_spread":0.2708863050983749,"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."}}