{"id":"W4404764977","doi":"10.3390/children11121442","title":"Mitrofanoff Appendicovesicostomy in Robotic Paediatric Surgery—A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Children","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Appendix; Stoma (medicine); General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004057645,0.0009833131,0.005152244,0.007814262,0.0004727422,0.002039336,0.001332959,0.00138392,0.004141513],"category_scores_gemma":[0.01746119,0.0006147593,0.005079324,0.006954081,0.0006353051,0.001747876,0.001077878,0.0008387048,0.0002194377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002285844,"about_ca_system_score_gemma":0.006930025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004587898,"about_ca_topic_score_gemma":0.01234928,"domain_scores_codex":[0.9960758,0.001272368,0.001336823,0.0003361302,0.0008297754,0.0001490823],"domain_scores_gemma":[0.9881324,0.007922598,0.002844501,0.0001381092,0.0007903508,0.0001719528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001637983,0.00001828206,0.0008877461,0.9488413,0.005014267,0.0001150201,0.0001287138,0.00007622967,0.00007759282,0.0001554792,0.001054567,0.04346703],"study_design_scores_gemma":[0.0002502986,0.0002549968,0.006451309,0.9329581,0.04070487,0.0008112399,0.0002475682,0.0000971417,0.0001087205,0.0002142406,0.01787029,0.00003128059],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007816557,0.9985787,0.00006200132,0.0001123913,0.00004554079,0.0001194951,0.0001201384,0.000003948923,0.0001761655],"genre_scores_gemma":[0.01667691,0.9819719,0.0004180307,0.0002843679,0.00007532974,0.0003617656,0.0001293548,0.000003174242,0.00007929507],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007814262,"threshold_uncertainty_score":0.02145916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188142156538742,"score_gpt":0.3279918597033184,"score_spread":0.296110438137931,"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."}}