{"id":"W2759777418","doi":"10.1016/j.jcjo.2017.06.018","title":"Sutureless amniotic membrane transplantation with a modified ocular surface ring","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Transplantation; Membrane; Medicine; Ophthalmology; Biology; Surgery; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001891014,0.0003205266,0.0009100949,0.0003410009,0.0001853647,0.00004841265,0.0002390712,0.0006546456,0.0004222794],"category_scores_gemma":[0.00004344917,0.0002514025,0.000234387,0.00007905318,0.0001770356,0.0001010175,0.000003926767,0.001507599,0.00001437263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496532,"about_ca_system_score_gemma":0.002036277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004655826,"about_ca_topic_score_gemma":0.0002630024,"domain_scores_codex":[0.9984545,0.0001183563,0.0004005251,0.0002540574,0.0002473074,0.0005253199],"domain_scores_gemma":[0.9982295,0.0001149761,0.0005307812,0.0003784008,0.0002306162,0.000515737],"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":[0.0003101271,0.00001986875,0.0224275,0.0003908805,0.0007693255,0.9694838,0.0001535663,0.0001489561,0.00002819771,0.000006416408,0.006167751,0.00009363378],"study_design_scores_gemma":[0.002187717,0.0007531783,0.02941078,0.001041541,0.001245279,0.9545701,0.00001257292,0.00001246044,0.0002486378,0.00004409934,0.01016218,0.0003115157],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309142,0.0009021529,0.00002669584,0.05743336,0.001022162,0.0002827905,0.00007756462,0.000004830739,0.009336195],"genre_scores_gemma":[0.9909124,0.00002351115,0.0001536621,0.005095777,0.0009451634,0.000002344191,0.0001655106,0.00005980145,0.00264188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0599981,"threshold_uncertainty_score":0.9999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385061648206669,"score_gpt":0.2661266065509853,"score_spread":0.2322759900689186,"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."}}