{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002237937,0.00004929359,0.0002202414,0.0001075557,0.00002808418,0.000009610491,0.00001651694,0.0000280917,0.00004745668],"category_scores_gemma":[0.0001159643,0.00004294123,0.000135522,0.0001213038,0.00002100342,0.00007344006,0.000004687464,0.0001167994,0.000001083651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002252714,"about_ca_system_score_gemma":0.0003897794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.527891e-7,"about_ca_topic_score_gemma":0.000003475794,"domain_scores_codex":[0.9993051,0.00003771612,0.0003791423,0.00005890408,0.000158205,0.00006090807],"domain_scores_gemma":[0.9990373,0.0001376243,0.0002124594,0.00007676556,0.0004749903,0.00006083789],"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":[0.0008508232,0.001526293,0.4316816,0.001175614,0.0003444261,0.0001425079,0.001466943,0.00004527186,0.08448432,0.001967729,0.01909167,0.4572228],"study_design_scores_gemma":[0.0009723319,0.0002785177,0.9539413,0.0009008461,0.0003923781,0.001491358,0.0001944032,0.0005812141,0.02522239,0.0002386698,0.01566471,0.000121884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889333,0.007229939,0.00211416,0.001201532,0.0003557404,0.00004585923,0.000002340525,0.00000363256,0.0001135409],"genre_scores_gemma":[0.9983799,0.001145253,0.0001909358,0.00005146776,0.0001880942,0.000001656871,0.00001124754,0.000004559516,0.00002688473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5222597,"threshold_uncertainty_score":0.1751093,"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."}}