{"id":"W3084476831","doi":"10.1186/s40463-020-00464-z","title":"Pediatric rigid bronchoscopy and foreign body removal during the COVID-19 pandemic: Case report","year":2020,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Foreign body; Bronchoscopy; Coronavirus disease 2019 (COVID-19); Medicine; Foreign Body Removal; Foreign Bodies; Rigid bronchoscopy; Respirator; Pandemic; Foreign body aspiration; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Surgery; Medical emergency; General surgery; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009174758,0.0001244932,0.0004737651,0.0001591839,0.0002392234,0.00002060591,0.00002670827,0.000131455,0.00006518132],"category_scores_gemma":[0.001018362,0.00008248704,0.0001584235,0.0001538213,0.00007260712,0.000162188,0.00002684949,0.0004189181,0.000002106832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003961377,"about_ca_system_score_gemma":0.000244248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000315768,"about_ca_topic_score_gemma":0.000006552917,"domain_scores_codex":[0.9987332,0.0001236528,0.0006349632,0.0001687531,0.0001515654,0.000187909],"domain_scores_gemma":[0.9984775,0.0004741533,0.0004742839,0.0001005344,0.0001097236,0.0003637919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007497727,0.00003263472,0.9179726,0.0001767244,0.00006635593,0.07879326,0.0001217255,0.000002919691,0.0005870564,0.00001332527,0.00141181,0.00007185507],"study_design_scores_gemma":[0.001032582,0.0001611976,0.5096667,0.00001495319,0.0001389461,0.4829401,0.00002081222,0.000119587,0.00002426132,0.0000339958,0.005792059,0.00005479335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937038,0.001807113,0.0004993143,0.003393757,0.0002681542,0.0001598213,0.000001891624,0.0000230351,0.000143091],"genre_scores_gemma":[0.9951575,0.0008131057,0.00006395047,0.002602883,0.001268056,0.000002694874,0.000003045468,0.00001194843,0.00007676653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4083059,"threshold_uncertainty_score":0.3363724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03740412082062357,"score_gpt":0.305351792932019,"score_spread":0.2679476721113955,"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."}}