{"id":"W4404124798","doi":"10.1097/ico.0000000000003752","title":"Severe Corneal Flattening After Endothelial Keratoplasty: Collagen Compaction Syndrome","year":2024,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Fundación Ramón Areces","keywords":"Flattening; Ophthalmology; Medicine; Compaction; Materials science; Composite material","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":[0.0001956385,0.0006957922,0.0004551228,0.000854274,0.0009874174,0.000516132,0.0003821172,0.0007470691,0.002115473],"category_scores_gemma":[0.001529005,0.0003585035,0.0004394071,0.0006040507,0.0009200848,0.0004912505,0.0005906932,0.0006628787,0.0002885478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643298,"about_ca_system_score_gemma":0.0003477467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007656629,"about_ca_topic_score_gemma":0.001043778,"domain_scores_codex":[0.9996625,0.00004426095,0.00004201411,0.00007042389,0.00004651762,0.0001342262],"domain_scores_gemma":[0.9986634,0.00037773,0.0005337329,0.0001089316,0.00005104634,0.0002651181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002455068,0.00005560878,0.2599078,0.00006403487,0.00005471449,0.7306878,0.0004019871,0.0001368423,0.004406835,0.0001158,0.0002261214,0.003696975],"study_design_scores_gemma":[0.00001624735,0.0001435011,0.09339846,0.000008765504,0.00001831766,0.9050816,0.0002184178,0.000101382,0.0007042898,0.00006069132,0.0002406219,0.000007655609],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998045,0.0004902584,0.0004356492,0.00008358291,0.00001693574,0.00001233307,0.00003812938,0.00002347876,0.0008547743],"genre_scores_gemma":[0.9994961,0.0001234137,0.00009086396,0.00004724505,0.00004342368,0.000003248562,0.00003555173,0.000003975626,0.0001562185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002115473,"threshold_uncertainty_score":0.007076919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339579179146825,"score_gpt":0.2484467910682032,"score_spread":0.235050999276735,"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."}}