{"id":"W4414356370","doi":"10.1111/apa.70310","title":"Risk‐Stratified Observation After Asymptomatic Paediatric Scorpion Envenomation May Safely Reduce Emergency Department Stay","year":2025,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Envenomation; Scorpion; Emergency department; Asymptomatic; Poison control; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002886569,0.0002608283,0.0002226162,0.000155774,0.0002384499,0.00004059794,0.0001939256,0.000181486,0.00008648341],"category_scores_gemma":[0.0002852105,0.0002517167,0.0001628882,0.0004510652,0.00003324911,0.00002042195,0.0001237753,0.0001188869,0.00005290925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006679378,"about_ca_system_score_gemma":0.0001185576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002876677,"about_ca_topic_score_gemma":0.00004843668,"domain_scores_codex":[0.9982674,0.000164426,0.0005655661,0.0004675734,0.0002237658,0.000311304],"domain_scores_gemma":[0.9990381,0.00003286746,0.0003093804,0.0003928912,0.0001446719,0.00008210844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001488993,0.001786052,0.6821546,0.0008466095,0.001129332,0.00002100525,0.0009989227,0.0004393222,0.1133847,0.001329088,0.1197368,0.07668453],"study_design_scores_gemma":[0.001163353,0.0004868555,0.9420695,0.00001678471,0.0003426602,0.000003475785,0.0001710341,0.000571806,0.007818441,0.0006019695,0.04616414,0.0005899933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911,0.002928305,0.001842276,0.0006784726,0.000564874,0.0005588065,0.00007097969,0.00005875207,0.002197533],"genre_scores_gemma":[0.9936024,0.002438009,0.001239686,0.0001885897,0.000378733,0.0002069672,0.0003345988,0.00002265958,0.00158837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2599149,"threshold_uncertainty_score":0.9999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009993825111182608,"score_gpt":0.2500052963950407,"score_spread":0.2400114712838581,"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."}}