{"id":"W1945500505","doi":"10.1111/j.2042-3292.2011.00262.x","title":"Extraperitoneal incisional abscess formation after colic surgery in 3 horses","year":2011,"lang":"en","type":"article","venue":"Equine Veterinary Education","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Abscess; Surgery; Dehiscence; Wound dehiscence; Incision and drainage; Surgical incision; Complication; Debridement (dental); Physical examination","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009975045,0.0003622369,0.0004166057,0.0009360596,0.000114653,0.00006453695,0.0004417353,0.0002101837,0.005459325],"category_scores_gemma":[0.0003970478,0.0003618921,0.0001599531,0.0007745503,0.0001866046,0.001429681,0.0003423494,0.0004313268,0.0007043647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351405,"about_ca_system_score_gemma":0.0005649911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004236774,"about_ca_topic_score_gemma":0.00003166664,"domain_scores_codex":[0.9966256,0.0004079065,0.0008935956,0.0005858177,0.0007237185,0.00076334],"domain_scores_gemma":[0.9983842,0.0003033371,0.0001784949,0.0006282008,0.0001810781,0.0003247099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04196519,0.01496888,0.07257003,0.002998967,0.0001600587,0.01030247,0.02655652,0.000004856583,0.3559991,0.001037416,0.02916127,0.4442753],"study_design_scores_gemma":[0.001500574,0.01546163,0.9129222,0.001278608,0.00003821705,0.008947518,0.002310197,0.001045737,0.00141271,0.002173946,0.05115857,0.001750092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919374,0.0005205625,0.0001676257,0.0003134742,0.001408241,0.0005681441,0.00002177658,0.0001349666,0.004927786],"genre_scores_gemma":[0.996039,0.0001074063,0.001373697,0.0002889137,0.0004952519,0.0009888783,0.0001606856,0.00006708288,0.0004790711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8403522,"threshold_uncertainty_score":0.9998833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2344855422060544,"score_gpt":0.4110408586351019,"score_spread":0.1765553164290475,"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."}}