{"id":"W4386588500","doi":"10.1097/01.eem.0000898180.74213.c9","title":"Special Report","year":2022,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Crowding; Emergency department; Observational study; Emergency medicine; Mortality rate; Retrospective cohort study; Hospital admission; Pediatrics; Internal medicine; Psychiatry","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":[0.0007027636,0.0008177855,0.0006428068,0.001350645,0.001110227,0.003335488,0.00139421,0.002274569,0.7711388],"category_scores_gemma":[0.00557276,0.0003363226,0.0006761064,0.001138413,0.0003783833,0.002324929,0.002354134,0.002082926,0.6429226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007754065,"about_ca_system_score_gemma":0.00211022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782474,"about_ca_topic_score_gemma":0.002175404,"domain_scores_codex":[0.9992024,0.00009631253,0.00008200211,0.0001772396,0.0003089761,0.0001331627],"domain_scores_gemma":[0.9968038,0.0002753843,0.000165832,0.0003024831,0.001267959,0.00118449],"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":[0.000008629377,0.00001169814,0.0001480791,0.00003566382,9.215709e-7,0.00006221055,0.00000937205,0.000005591894,0.00002335605,0.0003324346,0.9775258,0.0218364],"study_design_scores_gemma":[0.000008298969,0.000009931542,0.0004734752,0.00008170809,0.00000124874,0.0002859673,0.00003681516,0.00001339927,0.00002490701,0.0002749686,0.9987865,0.000002770477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001018458,0.002951016,0.0008959601,0.02089944,0.08224706,0.0004546502,0.01094177,0.00174342,0.8788483],"genre_scores_gemma":[0.005218138,0.003042007,0.000637219,0.009551164,0.01664682,0.0001919647,0.006761408,0.0006485089,0.9573028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2288612,"threshold_uncertainty_score":0.3264427,"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."}}