{"id":"W2062908944","doi":"10.1159/000236596","title":"Pneumatosis Intestinalis: Can We Avoid Surgical Intervention in Nonsurgical Patients?","year":2009,"lang":"en","type":"article","venue":"Case Reports in Gastroenterology","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Pneumatosis intestinalis; Peritonitis; Gastrointestinal tract; Sepsis; Surgery; Chemotherapy; Radiology; Intensive care medicine; Gastroenterology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002861532,0.0001962173,0.0004823221,0.0003590808,0.00003509786,0.00001019509,0.00002951533,0.0001112157,0.0001315278],"category_scores_gemma":[0.000116053,0.0001738803,0.000214479,0.0001754397,0.00008167295,0.00006214839,0.00003878628,0.0003060578,0.000006028644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302558,"about_ca_system_score_gemma":0.00002522498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001730108,"about_ca_topic_score_gemma":0.0004596164,"domain_scores_codex":[0.9980906,0.0001432752,0.0007994986,0.0004221296,0.0001561331,0.0003883848],"domain_scores_gemma":[0.9992229,0.00003836337,0.0001886453,0.0003202421,0.0000728707,0.0001570102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003853006,0.001538985,0.6460453,0.00001972854,0.00002821451,0.3479773,0.00006230924,0.00000677617,0.000006971336,0.00001929936,0.00003322118,0.003876589],"study_design_scores_gemma":[0.006037767,0.002492137,0.5705792,0.0004292409,0.00009487729,0.4195256,0.0001309632,0.00008569792,0.00002798601,0.0002396312,0.0002568064,0.0001000958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981777,0.0001121462,0.00006274201,0.0008511473,0.0001333982,0.0003830641,0.000006962823,0.00002950509,0.0002433329],"genre_scores_gemma":[0.99924,0.00004274553,0.0003066633,0.0001495653,0.00002907837,0.00005561622,0.0001282507,0.00001250182,0.000035615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07546615,"threshold_uncertainty_score":0.7090631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028125134459994,"score_gpt":0.2690888953573449,"score_spread":0.258807644012745,"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."}}