{"id":"W4295941260","doi":"10.1177/11206721221123902","title":"Clinical outcomes of Descemet membrane endothelial keratoplasty performed in eyes with keratoconus and corneal endothelial dysfunction","year":2022,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Keratoconus; Dioptre; Ophthalmology; Descemet membrane; Visual acuity; Endothelial dysfunction; Corneal topography; Ectasia; Corneal transplantation; Cornea; Surgery; Internal medicine","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":[0.0003372493,0.0002759005,0.0003710149,0.0005808873,0.0005907647,0.0004444608,0.0002003561,0.0003863574,0.0008838265],"category_scores_gemma":[0.001979495,0.0001917938,0.0003359246,0.0004337289,0.0004145512,0.00037106,0.000466693,0.0002601599,0.0001324815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973678,"about_ca_system_score_gemma":0.0003919934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529481,"about_ca_topic_score_gemma":0.004596985,"domain_scores_codex":[0.9996656,0.00005610776,0.00004936702,0.00005730427,0.00008927148,0.00008238848],"domain_scores_gemma":[0.9986503,0.0001823918,0.0006526506,0.00006669881,0.0001127323,0.0003353569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004132379,0.00004900542,0.9959947,0.00001324811,0.00004546907,0.0006034002,0.00007706746,0.00005491326,0.0006391357,0.000005581748,0.00004141514,0.002062842],"study_design_scores_gemma":[0.000009157009,0.0002742883,0.9967964,0.000003899207,0.00001553484,0.00254674,0.000116428,0.00007287697,0.0001051439,0.000005394213,0.00005089972,0.000003259177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997044,0.000127714,0.00001825828,0.000007526172,0.000002240742,0.000002204022,0.00003390065,0.000001135518,0.0001025129],"genre_scores_gemma":[0.9998662,0.0000274079,0.0000203193,0.000006652655,0.00000426626,0.000001924388,0.00005306543,3.562817e-7,0.00001964187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002529481,"threshold_uncertainty_score":0.005029559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404101847472479,"score_gpt":0.2916633000742732,"score_spread":0.2576222815995484,"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."}}