{"id":"W3137339639","doi":"10.14309/ajg.0000000000001221","title":"Novel Negative Pressure Protective Box in Upper Digestive Endoscopy: A Prospective Case Series","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University","funders":"","keywords":"Medicine; Endoscopy; Upper endoscopy; Context (archaeology); Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Adverse effect; Surgery; Prospective cohort study; Internal medicine; Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007001327,0.001823451,0.001519316,0.001956471,0.002710505,0.001975918,0.001120866,0.004117799,0.003314804],"category_scores_gemma":[0.002989301,0.001701104,0.001586898,0.001332933,0.001897526,0.002596129,0.002003669,0.002681422,0.001217504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008745681,"about_ca_system_score_gemma":0.0009813878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134228,"about_ca_topic_score_gemma":0.001541832,"domain_scores_codex":[0.9984418,0.000234185,0.0002598434,0.0004123127,0.0002543385,0.0003975939],"domain_scores_gemma":[0.9978752,0.0004600901,0.00062298,0.0002819634,0.0001333036,0.0006263679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001765288,0.0006955691,0.1998229,0.0001162182,0.00008759861,0.7938989,0.0007571848,0.0001138669,0.0009393583,0.0002256613,0.0004957275,0.00267051],"study_design_scores_gemma":[0.0000352426,0.0005788406,0.04048815,0.00004532349,0.00006265215,0.9562429,0.0009785081,0.0002895918,0.0003376605,0.0001171527,0.0007730426,0.00005099717],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934666,0.002468987,0.00137726,0.0003791309,0.00009605343,0.0001377598,0.00006727838,0.00002869695,0.001978344],"genre_scores_gemma":[0.9969549,0.001171801,0.0006721719,0.0003869637,0.0002534079,0.00004146551,0.000102645,0.00001600871,0.0004007716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004117799,"threshold_uncertainty_score":0.01108909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008495113017020193,"score_gpt":0.2619202609010846,"score_spread":0.2534251478840643,"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."}}