{"id":"W3094023933","doi":"10.1111/vop.12838","title":"Cotton‐tip debridement, scalpel blade debridement, and superficial grid keratotomy for treatment of spontaneous chronic corneal epithelial defects (SCCED): A retrospective evaluation of 308 cases","year":2020,"lang":"en","type":"article","venue":"Veterinary Ophthalmology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Debridement (dental); Surgery; corneal ulcer; Cornea; Retrospective cohort study; Ophthalmology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002488925,0.0003323818,0.0009312668,0.0001191019,0.00009667928,0.000006819565,0.0000663988,0.0001444036,0.0002305609],"category_scores_gemma":[0.0003030028,0.0002962452,0.0002347672,0.0001768174,0.0002059632,0.00006732959,0.00006127696,0.00006300651,0.000005275632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004655518,"about_ca_system_score_gemma":0.0003284258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002384532,"about_ca_topic_score_gemma":0.00001492101,"domain_scores_codex":[0.9978901,0.0002429504,0.0005728932,0.0005800431,0.0003063013,0.0004077106],"domain_scores_gemma":[0.9985893,0.0004549971,0.0002523287,0.0002442924,0.0002420042,0.0002170696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04842621,0.00484274,0.6212381,0.001142559,0.002879489,0.03596561,0.002352882,0.0001799716,0.2369549,0.000230767,0.0001381474,0.04564859],"study_design_scores_gemma":[0.01769816,0.09320743,0.7644062,0.0001436775,0.002624938,0.07380489,0.0001724628,0.003200071,0.04373997,0.0002062521,0.0003467222,0.0004492156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951083,0.001382721,0.00001766758,0.0001225738,0.000316904,0.002337644,0.0005352882,0.00002702865,0.000151864],"genre_scores_gemma":[0.998626,0.0001220596,0.0001843302,0.00004134942,0.0003618358,0.0003852842,0.000226493,0.00003709822,0.00001556609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1932149,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176134842401543,"score_gpt":0.3556834538130708,"score_spread":0.2380699695729165,"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."}}