{"id":"W4220734275","doi":"10.1097/ico.0000000000003019","title":"Five-Year Safety and Efficacy of Femtosecond Laser–Assisted Descemet Membrane Endothelial Keratoplasty","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Descemet membrane; Femtosecond; Clinical efficacy; Membrane","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":[0.0009491741,0.0001701585,0.0002795599,0.0003837855,0.0002806915,0.0003784627,0.0001663848,0.0003133311,0.0005649851],"category_scores_gemma":[0.002628272,0.00005628181,0.0006524377,0.0001821763,0.0002458303,0.0003520196,0.0001802479,0.000292637,0.0001090658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514162,"about_ca_system_score_gemma":0.0001789817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005287429,"about_ca_topic_score_gemma":0.0005983496,"domain_scores_codex":[0.9996629,0.0000768088,0.00005890371,0.00004866821,0.00009568586,0.00005713282],"domain_scores_gemma":[0.9982101,0.000415557,0.0008973109,0.0001048967,0.0001968921,0.000175209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004995858,0.0005703357,0.9276919,0.0000964875,0.000403675,0.0005809448,0.0001497909,0.0006051554,0.003558097,0.00005225253,0.000224205,0.06107135],"study_design_scores_gemma":[0.0001322386,0.009233951,0.9845041,0.00003228118,0.0002239591,0.00218772,0.0001213786,0.0007766732,0.001971501,0.00004189496,0.0007564369,0.00001795101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998629,0.0008950161,0.0001154808,0.0000214167,0.000007591296,0.00000434449,0.00004585977,0.000004299128,0.0002770688],"genre_scores_gemma":[0.9997066,0.00007762782,0.00003990188,0.00001834739,0.00001154962,0.000002239692,0.00008523097,5.483892e-7,0.00005792996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009491741,"threshold_uncertainty_score":0.005019784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608540004587919,"score_gpt":0.2379073767424972,"score_spread":0.221821976696618,"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."}}