{"id":"W4309097505","doi":"10.1111/nmo.14495","title":"Impact of antegrade enema initiation on healthcare utilization in pediatric patients: A population‐based cohort study","year":2022,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; McMaster University; McMaster Children's Hospital; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital; Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"Canadian Association of Gastroenterology","keywords":"Medicine; Confidence interval; Constipation; Emergency department; Population; Health care; Psychological intervention; Enema; Emergency medicine; Cohort; Healthcare Cost and Utilization Project; Pediatrics; Physical therapy; Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001068104,0.0003095829,0.0003495339,0.0003881762,0.0005077406,0.0006207361,0.0005254296,0.0004214389,0.001125423],"category_scores_gemma":[0.002843049,0.0003725867,0.0006738199,0.0008712751,0.0003404316,0.0004659673,0.0004537245,0.0007753588,0.0001389273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007391,"about_ca_system_score_gemma":0.001271894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04677493,"about_ca_topic_score_gemma":0.05360599,"domain_scores_codex":[0.999025,0.0002632276,0.00007630596,0.0002148524,0.0002124542,0.0002081088],"domain_scores_gemma":[0.9979421,0.0002610035,0.001120028,0.0002111189,0.0002133392,0.0002523391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008528298,0.00003870303,0.999284,0.00000672842,0.00003594606,0.00003095944,0.00006447143,0.000008577224,0.00004529202,0.000005721106,0.00004573201,0.0003486722],"study_design_scores_gemma":[0.000009390222,0.000183089,0.9994654,0.000005302865,0.000025638,0.00007030179,0.0001127223,0.00004181645,0.00001771785,0.000003173263,0.00006365675,0.000001788849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994292,0.00009132576,0.00003878936,0.00002288557,0.000002383828,0.00001414742,0.0002946005,0.000001185506,0.000105555],"genre_scores_gemma":[0.9994475,0.0001076356,0.00008187335,0.00002340491,0.000004753454,0.00001876864,0.0002632374,0.000001150549,0.00005159169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04677493,"threshold_uncertainty_score":0.0930053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310150327635295,"score_gpt":0.3196885859252886,"score_spread":0.2886735531617591,"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."}}