{"id":"W3165305804","doi":"10.1097/ico.0000000000002744","title":"The “Two-Flaps” Technique for Descemet Stripping Only","year":2021,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stripping (fiber); Descemet membrane; Descemet's membrane; Membrane filter","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":[],"consensus_categories":[],"category_scores_codex":[0.0002892641,0.00009442966,0.0001615537,0.00002503503,0.000201372,0.00003159559,0.00006627781,0.00005383701,0.0001037323],"category_scores_gemma":[0.0006474518,0.00006955729,0.0001403094,0.0002134148,0.0000519414,0.00003293763,0.00003964074,0.0001249819,0.00001878258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000032835,"about_ca_system_score_gemma":0.0003193241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477573,"about_ca_topic_score_gemma":0.00007024194,"domain_scores_codex":[0.9992455,0.00003038082,0.0001764594,0.0001942414,0.0001069511,0.0002465027],"domain_scores_gemma":[0.9990381,0.0003742691,0.00004256521,0.0003125252,0.0001477462,0.00008479412],"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":[0.001276293,0.0004834645,0.03271907,0.0002854353,0.000242733,0.0002730798,0.00022836,0.00001985014,0.1140187,0.02609609,0.08633295,0.738024],"study_design_scores_gemma":[0.002240838,0.0002504671,0.009303518,0.0002133852,0.0001493777,0.0003185362,0.000558053,0.0003871031,0.08451379,0.006314361,0.8954332,0.0003173129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5475687,0.01588623,0.2822809,0.02460147,0.003262598,0.005995186,0.0001256663,0.0008176711,0.1194616],"genre_scores_gemma":[0.9897385,0.0001820066,0.001524641,0.001434731,0.0002066568,0.0001497568,0.00006658068,0.00002540979,0.006671673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8091003,"threshold_uncertainty_score":0.2836464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235789295935347,"score_gpt":0.2977465973425618,"score_spread":0.2653887043832083,"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."}}