{"id":"W1974917452","doi":"10.1136/jramc-2013-000144","title":"Treatment of rectal war wounds","year":2013,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital; Canadian Armed Forces; Western University","funders":"","keywords":"Debridement (dental); Colostomy; Medicine; Surgery; Anal sphincter; General surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001200244,0.0001237243,0.0004204258,0.00003974288,0.00004448108,0.000004694271,0.0001644412,0.0001196189,0.002437178],"category_scores_gemma":[0.000348759,0.00005104639,0.0003683048,0.00009577217,0.0001553505,0.0000277763,0.00003728623,0.0002153799,0.00005289224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007314547,"about_ca_system_score_gemma":0.0001397496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102837,"about_ca_topic_score_gemma":0.000003998808,"domain_scores_codex":[0.9984879,0.00007550909,0.0004521337,0.00008889687,0.0007164127,0.000179102],"domain_scores_gemma":[0.9989867,0.0001231973,0.0002681241,0.0001623505,0.0001336927,0.0003259628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002578141,0.01453615,0.5593798,0.0001063835,0.002803399,0.001677201,0.0009071155,0.00004373717,0.001121515,0.0002604585,0.04094268,0.3756435],"study_design_scores_gemma":[0.02077254,0.02690385,0.9055448,0.0004157515,0.001486509,0.00207513,0.00032006,0.002493372,0.002405194,0.004740557,0.03254465,0.0002975506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848837,0.001132426,0.0000362019,0.008914063,0.0003734358,0.0001935571,0.000001674403,0.000006455211,0.004458507],"genre_scores_gemma":[0.9971601,0.0002805454,0.0001881864,0.0005018939,0.0002184733,0.000004936132,9.730434e-7,0.000008636903,0.001636301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3753459,"threshold_uncertainty_score":0.9984747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635561266423391,"score_gpt":0.2590200284299669,"score_spread":0.2426644157657329,"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."}}