{"id":"W3126452237","doi":"10.1016/j.jemermed.2020.12.015","title":"Barbeque Brush Bristle Ingestion","year":2021,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Sinai Health System","funders":"","keywords":"Bristle; Ingestion; Medicine; Emergency department; Foreign body; Laryngoscopy; Emergency physician; Brush; Surgery; Intubation; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008026654,0.0001519312,0.00057155,0.0001898471,0.00004842607,0.000002035875,0.0001031512,0.0001085731,0.01922885],"category_scores_gemma":[0.006252662,0.0001074333,0.0001947817,0.0005469356,0.0001074303,0.0001121659,0.00003079034,0.0005166719,0.00003686611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009319074,"about_ca_system_score_gemma":0.0004696568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002433594,"about_ca_topic_score_gemma":0.00001038232,"domain_scores_codex":[0.9975184,0.00008279747,0.001085233,0.0001569582,0.0009247445,0.0002319329],"domain_scores_gemma":[0.9976797,0.00009657363,0.0004082599,0.00025266,0.001084539,0.0004783376],"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":[0.0009056056,0.0007514522,0.03635297,0.0005768278,0.0004313524,0.008511044,0.0007486897,0.00001364141,0.07642487,0.002425856,0.8613695,0.01148817],"study_design_scores_gemma":[0.01308248,0.008845766,0.1464077,0.005347466,0.00247831,0.02242641,0.002639788,0.0003513977,0.03065293,0.008025249,0.7590895,0.0006529132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8851416,0.02598179,0.001868175,0.03155918,0.009519884,0.0001887023,0.000003831851,0.00004519948,0.04569171],"genre_scores_gemma":[0.9821327,0.004248571,0.001166279,0.0009472489,0.005671065,0.000001787726,0.00002158307,0.00003413708,0.005776572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100548,"threshold_uncertainty_score":0.9816677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07598115198571485,"score_gpt":0.3748895127526424,"score_spread":0.2989083607669276,"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."}}