{"id":"W4386283055","doi":"10.3390/children10091475","title":"The Prevalence and Clinical Impact of Transition Zone Anastomosis in Hirschsprung Disease: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Children","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anastomosis; Meta-analysis; Hirschsprung's disease; Medicine; Disease; Transition (genetics); General surgery; Surgery; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000804863,0.0003121334,0.005270342,0.0001559608,0.0000407603,0.00001927162,0.0001182002,0.00005727357,0.00002595232],"category_scores_gemma":[0.0004583468,0.0001395085,0.002767735,0.0007271668,0.0001556699,0.00003802813,0.00006483414,0.0002522913,0.000004269198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002295883,"about_ca_system_score_gemma":0.00006891209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003957681,"about_ca_topic_score_gemma":0.0000381621,"domain_scores_codex":[0.9975806,0.0004470952,0.001247419,0.0003726518,0.0001914045,0.0001607582],"domain_scores_gemma":[0.9982669,0.0006804256,0.0004371221,0.0003928152,0.00005454443,0.0001682234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001512455,0.00004479481,0.001799329,0.9232581,0.07125512,0.00001910857,0.000008075839,7.049759e-8,1.686906e-8,0.000001910633,0.0000139192,0.003584388],"study_design_scores_gemma":[0.00008486929,0.0001586142,0.03869643,0.08597488,0.8747998,0.0001451984,0.00000128716,0.000006627384,6.43952e-9,0.000002341502,0.00001997478,0.0001099934],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001449992,0.9954454,0.000001365479,0.0002218948,0.000004254331,0.002543335,0.0003142891,0.00001708493,0.000002354447],"genre_scores_gemma":[0.0008855262,0.9983535,0.000008715619,0.00003502016,0.00001602387,0.0001474727,0.0000582841,0.00001876881,0.0004767219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8372833,"threshold_uncertainty_score":0.5688992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010518098411942,"score_gpt":0.4050124226001018,"score_spread":0.3039606127589076,"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."}}