{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002118468,0.0002566257,0.0002979903,0.0002958082,0.0003037882,0.0002399977,0.0001629982,0.000410931,0.00158528],"category_scores_gemma":[0.0002862467,0.00008864503,0.0002046994,0.00020778,0.0003803573,0.0003849222,0.0002001709,0.0003907914,0.0001637928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230654,"about_ca_system_score_gemma":0.0001931332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002612755,"about_ca_topic_score_gemma":0.0004193918,"domain_scores_codex":[0.999929,0.00001290745,0.000007673541,0.0000172699,0.00001095769,0.00002224459],"domain_scores_gemma":[0.9999332,0.00001443535,0.0000133891,0.000009601082,0.00000372822,0.00002571891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.0532325,0.004562789,0.2447758,0.001165775,0.0003315869,0.104577,0.0006538215,0.0009829337,0.3545475,0.001220418,0.002463013,0.2314869],"study_design_scores_gemma":[0.002346338,0.03159925,0.6268046,0.00008518859,0.0004611029,0.2643454,0.0005655005,0.003225215,0.06383239,0.0007212133,0.005952748,0.00006110205],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970866,0.001185288,0.000430979,0.0001168106,0.00003860017,0.00003063418,0.00002515213,0.00001777749,0.00106827],"genre_scores_gemma":[0.9992442,0.0002344904,0.0002124232,0.00004694627,0.00003309613,0.00001067671,0.00001979259,0.000001801592,0.0001966125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00158528,"threshold_uncertainty_score":0.005303264,"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."}}