{"id":"W4386585777","doi":"10.1097/01.eem.0000820868.30348.d2","title":"Special Report","year":2022,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Pediatric emergency medicine; Medicine; Family medicine; Medical emergency; Emergency physician; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006877889,0.000890354,0.0006323426,0.001313718,0.00117312,0.003218668,0.001330653,0.002398943,0.7079253],"category_scores_gemma":[0.005840471,0.0003796878,0.0007700844,0.0008504308,0.000366305,0.002094739,0.001948973,0.002910858,0.5263585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101375,"about_ca_system_score_gemma":0.002624939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661292,"about_ca_topic_score_gemma":0.002158971,"domain_scores_codex":[0.999082,0.0001060694,0.00008002867,0.0001965607,0.0003813515,0.0001540411],"domain_scores_gemma":[0.9963694,0.0003111951,0.0001781978,0.0002710135,0.001408579,0.001461728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001031031,0.00001639896,0.0001829508,0.00004177433,0.000001394219,0.0001515334,0.00001016674,0.00001087537,0.00004476247,0.000423046,0.9757687,0.02333823],"study_design_scores_gemma":[0.000011895,0.0000117903,0.0004707858,0.0001108082,0.000002164147,0.0007934382,0.00004480689,0.00003040553,0.0000493195,0.0003945713,0.9980761,0.000003812266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001166323,0.00374824,0.001442001,0.02370486,0.102971,0.0004816865,0.005573353,0.001570578,0.8593419],"genre_scores_gemma":[0.0072807,0.00448568,0.001094802,0.01662635,0.02885581,0.0002391066,0.005412443,0.0008048685,0.9352003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2920747,"threshold_uncertainty_score":0.416609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988711091103347,"score_gpt":0.3392710652729206,"score_spread":0.2993839543618871,"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."}}