{"id":"W4385683867","doi":"10.1007/s00247-023-05726-2","title":"Image-guided abscess drainage in children with perforated appendicitis – can it wait?","year":2023,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agricultural Research Institute of Ontario; Hospital for Sick Children; University of Ottawa","funders":"","keywords":"Medicine; Abscess; Appendicitis; Surgery; Catheter; Psychological intervention; Perioperative; Radiology","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":[0.0004153824,0.000271099,0.0005953319,0.0007724881,0.00009234317,0.0000215739,0.0002132712,0.0001524288,0.000480466],"category_scores_gemma":[0.0001064453,0.0002233998,0.000072822,0.001402332,0.0001302367,0.00007138823,0.0001048824,0.0003145075,0.0004101088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013081,"about_ca_system_score_gemma":0.0001265811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008057621,"about_ca_topic_score_gemma":0.0001561811,"domain_scores_codex":[0.9978973,0.00009872129,0.0004351421,0.0005826927,0.0002556893,0.0007304664],"domain_scores_gemma":[0.9991434,0.0001002651,0.0001417687,0.0003699727,0.00005604663,0.0001885656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006107482,0.0001141389,0.8778325,0.00008420631,0.0001090597,0.0009397499,0.0002930732,0.00008270892,0.00004809336,0.0002816983,0.1191055,0.001048258],"study_design_scores_gemma":[0.003861179,0.0004695198,0.9919054,0.00002353481,0.0002292914,0.0005864503,0.0002325847,0.0005901597,0.00002372815,0.0001586742,0.001632173,0.0002873155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863797,0.000262654,0.00006591896,0.00539946,0.00015385,0.001056298,0.00003329811,0.0002314464,0.006417327],"genre_scores_gemma":[0.9939668,0.001984391,0.0002877823,0.001316466,0.0005903648,0.000200163,0.0005994298,0.00005616436,0.0009984806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174733,"threshold_uncertainty_score":0.9109977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546133102539177,"score_gpt":0.273200390624671,"score_spread":0.2577390595992792,"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."}}