{"id":"W3205285925","doi":"10.1093/cid/ciab790","title":"Minimally Invasive Postmortem Intestinal Tissue Sampling in Malnourished and Acutely Ill Children Is Feasible and Informative","year":2021,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Medicine; Autolysis (biology); Sampling (signal processing); Biopsy; Intestinal mucosa; Gastroenterology; Confidence interval; H&E stain; Pathology; Forceps; Internal medicine; Surgery; Staining","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":[0.0001704718,0.000205769,0.0005832508,0.0001038447,0.00007913421,0.0000636525,0.00005377403,0.0001496894,0.0001244943],"category_scores_gemma":[0.002564902,0.0001800079,0.0001111648,0.0002192812,0.000225005,0.0001904286,0.0002088648,0.0003500087,0.00001121187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004109767,"about_ca_system_score_gemma":0.0002737817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006322031,"about_ca_topic_score_gemma":0.00005921019,"domain_scores_codex":[0.9985473,0.00007310794,0.0006208939,0.0003730161,0.0001392121,0.0002464784],"domain_scores_gemma":[0.9983497,0.0007223247,0.0001571955,0.0002239875,0.0002137519,0.0003330551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007330343,0.0002858102,0.9886928,0.00009831442,0.00008150191,0.0001564347,0.0001775008,3.199166e-7,0.00003787352,0.00005753918,0.0006485878,0.009690028],"study_design_scores_gemma":[0.001821486,0.0007837688,0.9945209,0.0003178789,0.0001953342,0.0003242008,0.0001238111,0.00002849538,0.0005501089,0.000749269,0.0003870261,0.0001977254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961929,0.001018375,0.00008291534,0.001038893,0.00006747066,0.0004342893,0.00005087871,0.0001468381,0.0009674412],"genre_scores_gemma":[0.9909604,0.00140851,0.001251542,0.005959291,0.0001317695,0.00002216179,0.00006604265,0.00002160466,0.0001786798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009492302,"threshold_uncertainty_score":0.7340509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812409769070831,"score_gpt":0.3783692467131243,"score_spread":0.340245149022416,"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."}}