{"id":"W4211126734","doi":"10.34883/pi.2021.9.3.011","title":"Acute Urticaria in Children: Key Issues in Clinical Practice","year":2021,"lang":"ru","type":"article","venue":"Педиатрия Восточная Европа","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Emergency department; Intensive care medicine; Health professionals; Chronic urticaria; Acute care; Patient assessment; Primary care; Medical emergency; Health care; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001450265,0.000703636,0.001585876,0.0005285457,0.0001859084,0.0001951203,0.0004595265,0.001544221,0.003099131],"category_scores_gemma":[0.004770582,0.0007089787,0.0005854582,0.002180246,0.0005056132,0.0006251823,0.0003895451,0.003777569,0.003279262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003303268,"about_ca_system_score_gemma":0.001620749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006153613,"about_ca_topic_score_gemma":0.0002756261,"domain_scores_codex":[0.9919211,0.001338247,0.002760527,0.001581136,0.0009328441,0.001466103],"domain_scores_gemma":[0.9953335,0.001448996,0.000417765,0.001597119,0.0004926134,0.0007100384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0019916,0.01851114,0.7862259,0.00009821922,0.02465475,0.03510958,0.00779193,0.0001143019,0.004152426,0.06211961,0.04608908,0.01314148],"study_design_scores_gemma":[0.01763304,0.00112953,0.8956682,0.001608108,0.0190945,0.003053886,0.003363618,0.001099473,0.001523693,0.002419585,0.05195401,0.00145236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284904,0.03134916,0.00009773876,0.07934762,0.004520122,0.00180501,0.0002284957,0.0002311988,0.05393025],"genre_scores_gemma":[0.937804,0.03272916,0.004993363,0.007195285,0.002614985,0.0001152621,0.0007500685,0.0002109042,0.01358694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094423,"threshold_uncertainty_score":0.999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714429531119761,"score_gpt":0.3689958441060368,"score_spread":0.3518515487948392,"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."}}