{"id":"W4408422298","doi":"10.1097/ico.0000000000003859","title":"Comparative Outcomes of Single Versus Multiple Cyanoacrylate Tissue Adhesive Applications in the Management of Corneal Thinning and Perforation","year":2025,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cyanoacrylate; Perforation; Visual acuity; Single Center; Ophthalmology; GLUE; Surgery; Cohort; Contact lens; Adhesive; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001328726,0.000212306,0.0004844726,0.000622917,0.0003620706,0.0006026309,0.0003811587,0.0003703453,0.0009983606],"category_scores_gemma":[0.006151875,0.0001656305,0.0007679145,0.0007646839,0.0004274217,0.0003685287,0.0004093912,0.00044022,0.00008001365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001747205,"about_ca_system_score_gemma":0.001601678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285536,"about_ca_topic_score_gemma":0.02744472,"domain_scores_codex":[0.9988503,0.0002751094,0.0001476008,0.0002201003,0.0002973799,0.0002094112],"domain_scores_gemma":[0.9952697,0.0009381131,0.002702564,0.0001516829,0.0003921383,0.0005456861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001630247,0.00008128475,0.9928567,0.0000485216,0.0001956609,0.0001830558,0.00005346577,0.0001507631,0.0002363459,0.0000124333,0.00007546832,0.00447593],"study_design_scores_gemma":[0.0001129308,0.001767332,0.9960489,0.00003778671,0.0001629797,0.0008664135,0.0002381471,0.0004228825,0.0001965479,0.00001694959,0.0001208546,0.000008270596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992015,0.0004932179,0.00004352899,0.00002650657,0.000005442195,0.00001159673,0.0000857531,0.000001126421,0.0001314084],"genre_scores_gemma":[0.9996482,0.0001310688,0.00004668085,0.00001462588,0.000009521126,0.000007229296,0.0001155448,7.113616e-7,0.00002641085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285536,"threshold_uncertainty_score":0.02556103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265987551706359,"score_gpt":0.3353797371540574,"score_spread":0.2827198616369938,"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."}}