{"id":"W3003909818","doi":"10.1016/j.jpedsurg.2020.01.035","title":"The cost of childhood intussusception in Ontario from 2003 to 2016: A population-based study","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Health care; Intussusception (medical disorder); Emergency department; Emergency medicine; Healthcare Cost and Utilization Project; Population; Total cost; Cohort; Retrospective cohort study; Medical emergency; General surgery; Surgery; Environmental health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003081991,0.0003901011,0.0004569734,0.001500251,0.001400082,0.00120079,0.001272516,0.0008061631,0.00198605],"category_scores_gemma":[0.002184452,0.0005814047,0.001318738,0.005204448,0.0006833676,0.0007883001,0.001056414,0.0008088636,0.0002168379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02346976,"about_ca_system_score_gemma":0.01599721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688439,"about_ca_topic_score_gemma":0.9827861,"domain_scores_codex":[0.9991033,0.00005235193,0.0001031257,0.0001084545,0.0002877638,0.0003450604],"domain_scores_gemma":[0.9978078,0.00007822192,0.00106043,0.00006639191,0.0005300279,0.0004571698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004872613,0.00001974778,0.9980417,0.00003135461,0.00007398397,0.0001020187,0.0002839961,0.00005629499,0.00005588477,0.00003835139,0.0006027942,0.0006450014],"study_design_scores_gemma":[0.000004132204,0.00001209215,0.9987691,0.00001929034,0.00002657496,0.00007296063,0.0005724646,0.00008360369,0.000009690795,0.000008188081,0.000416876,0.000005136965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988201,0.0007247052,0.00004904889,0.0004388631,0.00001602824,0.00002745873,0.009149794,0.000007366372,0.001385665],"genre_scores_gemma":[0.9960164,0.0005587952,0.00005881704,0.00009546166,0.00001219683,0.00001785759,0.002657615,0.00000450694,0.0005781981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03115612,"threshold_uncertainty_score":0.1702858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613770436527743,"score_gpt":0.2546659947755227,"score_spread":0.2285282904102452,"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."}}