{"id":"W3006310828","doi":"10.1016/j.jpedsurg.2020.01.049","title":"Diagnosis and treatment of childhood intussusception from 1997 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":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston Health Sciences Centre","funders":"Queen's University; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Intussusception (medical disorder); Tertiary care; Multinomial logistic regression; Logistic regression; Population; Cohort; Pediatrics; General surgery; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00008197763,0.0001210544,0.000471961,0.0002109182,0.00002375745,0.000008599543,0.00002382943,0.00002446928,0.00007423096],"category_scores_gemma":[0.0003181807,0.00008728942,0.000169818,0.0002424559,0.000004501075,0.00004805065,0.000008121157,0.00005082769,0.00000555522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005234366,"about_ca_system_score_gemma":0.0001158445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002639402,"about_ca_topic_score_gemma":0.0000116685,"domain_scores_codex":[0.9989956,0.00004788344,0.0004813898,0.0001252593,0.0002485564,0.0001013066],"domain_scores_gemma":[0.9988556,0.0003960333,0.0003299621,0.00007663592,0.00009813327,0.0002436589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003158516,0.002402984,0.9802809,0.00001260603,0.0001209575,0.0001088652,0.0004216489,0.00002515675,0.000009277443,6.417468e-8,0.001931931,0.01436978],"study_design_scores_gemma":[0.002042001,0.00351032,0.9932698,0.00003807574,0.0007596968,0.000005092425,0.0002354743,0.00001093519,0.00001952932,0.000008097416,0.00004594231,0.00005501688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974419,0.0009301506,0.00004014071,0.001175004,0.0001003654,0.0002752479,0.0000271192,0.000006903129,0.000003177516],"genre_scores_gemma":[0.9979442,0.0003418626,0.0006539274,0.0001232759,0.0008926983,0.000009406165,0.00001966187,0.0000119566,0.000003061325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01431476,"threshold_uncertainty_score":0.355956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311294491976844,"score_gpt":0.2693984215315633,"score_spread":0.2382689723338789,"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."}}