{"id":"W2947327434","doi":"10.1093/pch/pxz066.105","title":"106 Derivation and validation of a clinical decision rule to identify children at risk for intussusception","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intussusception (medical disorder); Logistic regression; Pediatrics; Prospective cohort study; Cohort; Emergency department; Physical examination; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01830298,0.0008565114,0.001383245,0.004125159,0.0005612385,0.002423913,0.00113359,0.001137601,0.0008178353],"category_scores_gemma":[0.07760154,0.0004629512,0.001599449,0.001754038,0.0005385574,0.0008732287,0.001147046,0.0009373164,0.000618091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008316209,"about_ca_system_score_gemma":0.002680768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004716,"about_ca_topic_score_gemma":0.002227757,"domain_scores_codex":[0.9859562,0.007254384,0.002573838,0.0009932858,0.002754956,0.0004675026],"domain_scores_gemma":[0.9472093,0.04007943,0.003801238,0.001487862,0.006494286,0.000927938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001383958,0.0004858984,0.9161345,0.0002121306,0.0003696521,0.000666981,0.0002334472,0.008629133,0.001159987,0.0005076072,0.001545571,0.06867111],"study_design_scores_gemma":[0.0009439817,0.00323838,0.4818259,0.000833997,0.001134982,0.004337484,0.001125191,0.4899215,0.008472308,0.002907132,0.005109372,0.0001497936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95671,0.0009542927,0.03640887,0.0005733601,0.000147781,0.0008782641,0.0008625872,0.0002314725,0.003233361],"genre_scores_gemma":[0.9497771,0.0001810621,0.04837099,0.0001091966,0.00004039902,0.0002797023,0.001063046,0.00001186172,0.0001665485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830298,"threshold_uncertainty_score":0.09679657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226832143490207,"score_gpt":0.3706122146215309,"score_spread":0.3479290002725102,"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."}}