{"id":"W2910893554","doi":"10.1097/ico.0000000000001820","title":"Global Consensus on Definition, Classification, Diagnosis, and Staging of Limbal Stem Cell Deficiency","year":2018,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":360,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Eye Institute; Allergan; School of Medicine, Duke University; University of Illinois at Urbana-Champaign; Taipei Medical University; Santen; University of Toronto; Hebrew University of Jerusalem; Universität zu Köln; Aarhus Universitet; Kowa Company; University of Bern; Fundação de Amparo à Pesquisa do Estado de São Paulo; Singapore Eye Research Institute; Aarhus Universitetshospital; Conselho Nacional de Desenvolvimento Científico e Tecnológico; California Institute for Regenerative Medicine; University of Cincinnati; Valeant Pharmaceuticals International; Chiesi Farmaceutici; National Institute for Health and Care Research","keywords":"Medicine; Consensus conference; Medical diagnosis; Presentation (obstetrics); Intensive care medicine; Medical physics; Pathology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1552822,0.001650269,0.004032194,0.01341434,0.002850465,0.007102186,0.009698419,0.008419703,0.003134526],"category_scores_gemma":[0.1367532,0.0009559246,0.004830288,0.005686236,0.006968585,0.007130862,0.01018397,0.01133643,0.001833142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00806766,"about_ca_system_score_gemma":0.0368855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007035721,"about_ca_topic_score_gemma":0.004265601,"domain_scores_codex":[0.9052575,0.04469113,0.02654975,0.004407209,0.01579472,0.003299764],"domain_scores_gemma":[0.8387926,0.0648836,0.0108837,0.0061327,0.07104319,0.008264192],"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":[0.0004456982,0.0001814575,0.01083284,0.03192136,0.0007268074,0.001229709,0.01102191,0.002558506,0.00351062,0.06148907,0.2335988,0.6424832],"study_design_scores_gemma":[0.0002646513,0.0003373009,0.01185333,0.1116011,0.001523607,0.002920347,0.01221178,0.003143933,0.002688736,0.1037499,0.7492386,0.000466806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01499267,0.4350782,0.08392055,0.3934436,0.0399669,0.002036811,0.002371926,0.0006808318,0.02750859],"genre_scores_gemma":[0.2235366,0.386899,0.2627577,0.08570737,0.01536383,0.005473423,0.01086017,0.0007108242,0.008691074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1552822,"threshold_uncertainty_score":0.8212206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06823458048688716,"score_gpt":0.2894405281339295,"score_spread":0.2212059476470423,"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."}}