{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002483533,0.0001360179,0.0003669475,0.00009323473,0.0001631573,0.000008707168,0.00007035121,0.00004336437,0.003391589],"category_scores_gemma":[0.0001965973,0.0001314775,0.0001101306,0.000253698,0.0001013684,0.00003980427,0.0001215934,0.0002173359,0.00001644091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000364341,"about_ca_system_score_gemma":0.0001177487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005154694,"about_ca_topic_score_gemma":0.00002041936,"domain_scores_codex":[0.9989039,0.00009125227,0.0003022369,0.0002671746,0.0002248551,0.000210532],"domain_scores_gemma":[0.9991633,0.0003015814,0.00009825671,0.0002537436,0.0000432887,0.0001397983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0762083,0.006456289,0.4318706,0.001707527,0.001280055,0.001053072,0.005118332,0.0009728519,0.1354906,0.004992556,0.02477483,0.310075],"study_design_scores_gemma":[0.03049338,0.002284871,0.6737614,0.0001240181,0.0004759352,0.000564908,0.002467751,0.0009172176,0.02666786,0.0001598125,0.2612838,0.0007989852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910996,0.0002527801,0.00002571545,0.0002289504,0.0002299444,0.0002891974,0.000192675,0.00004738824,0.007633766],"genre_scores_gemma":[0.996748,0.00006892844,0.00007453518,0.0003617256,0.00005190045,0.00001380936,0.00009823492,0.00001995046,0.002562923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.309276,"threshold_uncertainty_score":0.9975194,"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."}}