{"id":"W4414379419","doi":"10.1093/pch/pxaf081","title":"Transfer practices and outcomes for suspected appendicitis from community hospitals to a paediatric tertiary emergency department","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Emergency department; Appendicitis; Community hospital; Transfer (computing); MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005947925,0.0001846595,0.0001771497,0.0008373911,0.0005549127,0.0007079658,0.0004426166,0.0004294839,0.002278008],"category_scores_gemma":[0.007483389,0.0001685091,0.0002155045,0.001099869,0.0005847561,0.0006206107,0.0007886314,0.0006233618,0.0001920725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00199897,"about_ca_system_score_gemma":0.001536174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02975737,"about_ca_topic_score_gemma":0.03316294,"domain_scores_codex":[0.9990675,0.000143213,0.0001270967,0.0001245845,0.0003114094,0.0002262362],"domain_scores_gemma":[0.9948148,0.0007363054,0.003130434,0.0001005866,0.000469089,0.0007486327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002664446,0.00001689086,0.998229,0.00001088009,0.000005798641,0.0004375703,0.0003032853,0.00003439813,0.00003834147,0.000008321044,0.00009685616,0.0007919774],"study_design_scores_gemma":[0.00000563257,0.0001006466,0.995729,0.00003534263,0.000005690721,0.001929653,0.001843969,0.0001479693,0.00007571927,0.0000129067,0.0001098313,0.000003654486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994408,0.0001239658,0.00001907211,0.00006619495,0.000002601086,0.00000827952,0.00008841314,0.000002469875,0.0002481458],"genre_scores_gemma":[0.9996407,0.0001279333,0.00003295641,0.00001641771,0.000003814501,0.000006090488,0.0001197306,0.000001123551,0.00005119745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02975737,"threshold_uncertainty_score":0.05916834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808786517221035,"score_gpt":0.328154758134958,"score_spread":0.3100668929627476,"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."}}