{"id":"W4319301736","doi":"10.1097/ico.0000000000003243","title":"Descemet Membrane Endothelial Patching: Selective Endothelial Replacement in Eyes With Localized Endothelial Dysfunction","year":2023,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Endothelial dysfunction; Decompensation; Endothelial stem cell; Medicine; Endothelium; Descemet membrane; Ophthalmology; Biology; Cornea; Internal medicine; Biochemistry; In vitro","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006299712,0.0003794926,0.0006221913,0.0004456687,0.0001532323,0.00004091179,0.0001210735,0.0001558443,0.0005381538],"category_scores_gemma":[0.0003787991,0.0003139296,0.0001700378,0.001121472,0.0001363088,0.0001531528,0.00006590298,0.0004207271,0.0003447329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258622,"about_ca_system_score_gemma":0.0003530552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007830065,"about_ca_topic_score_gemma":0.0006335329,"domain_scores_codex":[0.9973075,0.0001767256,0.0005169913,0.0007141384,0.0005745647,0.0007100234],"domain_scores_gemma":[0.9987109,0.0003638687,0.0001502026,0.0004324734,0.0001165686,0.0002259734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.122176,0.002760397,0.5827662,0.0008470014,0.0009585479,0.002289477,0.006751029,0.002570936,0.1819067,0.001851167,0.01177054,0.08335205],"study_design_scores_gemma":[0.1283398,0.01418451,0.1379971,0.00204203,0.00138179,0.001092492,0.00805346,0.02150511,0.3780675,0.003874697,0.2990789,0.004382591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871847,0.00008333188,0.001244352,0.0005758694,0.0007139381,0.001244316,0.00009367392,0.0005134505,0.008346361],"genre_scores_gemma":[0.994721,0.0001766339,0.0001574925,0.0006113984,0.0003562545,0.0002239759,0.0001672803,0.00007777465,0.003508212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.444769,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205088936739946,"score_gpt":0.2580893080321917,"score_spread":0.237580414358197,"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."}}