{"id":"W183320912","doi":"10.7748/en2008.09.16.5.24.c6684","title":"Anaphylaxis: assessing patients with allergies","year":2008,"lang":"en","type":"review","venue":"Emergency Nurse","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Anaphylaxis; Allergy; Medicine; Medical emergency; Immunology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008513527,0.0006645641,0.001716456,0.0005475371,0.0002575928,0.0000247562,0.0003293094,0.0003617154,0.001924915],"category_scores_gemma":[0.0000990953,0.000446329,0.0007067337,0.00114192,0.0001685243,0.0001999002,0.00005600567,0.0008936053,0.0003957975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142526,"about_ca_system_score_gemma":0.0005876324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000240715,"about_ca_topic_score_gemma":0.00002260393,"domain_scores_codex":[0.9967797,0.0001425305,0.0007290642,0.0007088931,0.0009687332,0.000671069],"domain_scores_gemma":[0.9982278,0.00004031725,0.0002915039,0.0007837315,0.0003168639,0.0003397455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003690379,0.0006273768,0.0004130545,0.006528195,0.0008098062,0.0001604798,0.00007450788,5.100925e-7,6.348964e-8,0.00003777261,0.03230863,0.9590027],"study_design_scores_gemma":[0.0005352058,0.0005998041,0.002241273,0.007756828,0.00006475765,0.00004363588,0.00004156691,0.000001392928,2.471878e-7,0.000004727753,0.9882175,0.0004930367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002636088,0.9807825,0.000006921004,0.00004047341,0.0006575054,0.0008442916,0.0000262148,0.00012013,0.01725834],"genre_scores_gemma":[0.0001083312,0.9933488,0.0002029827,0.0000153134,0.0004021412,0.0001082982,0.0005946155,0.0001497311,0.005069821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9585097,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134308435737761,"score_gpt":0.3660530466511935,"score_spread":0.3247099622938159,"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."}}