{"id":"W2162388055","doi":"10.1016/j.jpedsurg.2006.03.004","title":"Appendicitis in the child with a ventriculo-peritoneal shunt: a 30-year review","year":2006,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Shunt (medical); Appendix; Appendicitis; Acute appendicitis; Girl; Peritonitis; Surgery; Ultrasonography; General surgery; Radiology; Computed tomography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001951997,0.0005199176,0.002701997,0.0009038578,0.0001405833,0.0001123081,0.0008330623,0.000187729,0.0002141952],"category_scores_gemma":[0.0007903665,0.0002819594,0.001306916,0.002704592,0.00007148259,0.0002097558,0.00006354118,0.001445214,0.0001203093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515216,"about_ca_system_score_gemma":0.0007665075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001979494,"about_ca_topic_score_gemma":0.000002791018,"domain_scores_codex":[0.9949595,0.0007985867,0.001945988,0.0004161895,0.001322676,0.0005570888],"domain_scores_gemma":[0.9955333,0.001807792,0.002060381,0.0003818052,0.0000726221,0.0001441069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007257933,0.001505029,0.001185543,0.09235378,0.00009367958,0.02159559,0.00008244619,0.000005295716,2.854374e-7,0.0001328072,0.3921314,0.4908416],"study_design_scores_gemma":[0.0002124043,0.0001573071,0.00009606775,0.02085534,0.001338775,0.008301587,0.000006690353,3.397687e-7,3.844068e-7,0.000009559962,0.9686368,0.0003847253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000203472,0.9969956,0.000002770384,0.0001921316,0.0006497644,0.0005686316,0.00003308172,0.00001317451,0.001341365],"genre_scores_gemma":[0.0003661669,0.9922336,0.000008753314,0.0004947174,0.006760856,0.00002752689,0.000008594616,0.00005937988,0.00004038852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5765055,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681437547678498,"score_gpt":0.2929364586137471,"score_spread":0.2561220831369622,"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."}}