{"id":"W3143515368","doi":"10.14740/jcs438","title":"Colonic Perforation and Transstomal Evisceration of Small Bowel","year":2021,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Stoma care and complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evisceration (ophthalmology); Medicine; Surgery; Complication; Blunt; Stoma (medicine); Stenosis; Perforation; Blunt trauma; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002562514,0.0008388174,0.0005658182,0.001482471,0.001237893,0.001052407,0.0005135534,0.002003269,0.002743772],"category_scores_gemma":[0.002789478,0.0004093682,0.0007827291,0.0009437186,0.001283882,0.001129877,0.001591463,0.001923568,0.0007139206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005583219,"about_ca_system_score_gemma":0.0005327549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000527959,"about_ca_topic_score_gemma":0.0007500077,"domain_scores_codex":[0.9995579,0.00005774314,0.00005686624,0.00007603973,0.0000758737,0.0001754938],"domain_scores_gemma":[0.9985031,0.0002782487,0.0005953222,0.0001640041,0.00005852261,0.0004008313],"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":[0.0002275442,0.00002842513,0.0343982,0.000131023,0.00002268861,0.9557751,0.0001647904,0.0001066291,0.00213028,0.0004442862,0.0003062437,0.006264701],"study_design_scores_gemma":[0.000008652635,0.0000618614,0.009553899,0.00002055603,0.000007554293,0.9888961,0.0001014299,0.00007523661,0.0006867854,0.0001737685,0.0004084527,0.000005656124],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978951,0.009162509,0.00268143,0.00114661,0.0002470695,0.00005665176,0.0001218522,0.0002052021,0.00742768],"genre_scores_gemma":[0.9972643,0.001168542,0.000415776,0.0002186961,0.000150592,0.000009397093,0.00004346038,0.000008292226,0.0007208542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002743772,"threshold_uncertainty_score":0.009178877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07320066761115937,"score_gpt":0.3202658469683702,"score_spread":0.2470651793572108,"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."}}