{"id":"W3166328647","doi":"10.1097/mpg.0000000000003416","title":"Evolution of International Pediatric Endoscopic Practice Changes During the Coronavirus Disease 2019 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Personal protective equipment; Endoscopy; Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Disease; Pediatrics; Medical emergency; Surgery; Internal medicine; Infectious disease (medical specialty)","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":[0.002200947,0.0001661143,0.0001775373,0.001117322,0.0002909235,0.0009407508,0.0006852823,0.0006431763,0.001908507],"category_scores_gemma":[0.009159638,0.0001484096,0.0003084372,0.001837981,0.0004397689,0.0009839541,0.001120328,0.0006894328,0.0003489185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306029,"about_ca_system_score_gemma":0.001362564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008391525,"about_ca_topic_score_gemma":0.008762469,"domain_scores_codex":[0.9983397,0.0004440965,0.000211367,0.0002539001,0.0003738915,0.0003770055],"domain_scores_gemma":[0.990494,0.001034356,0.005771384,0.0002455707,0.00123389,0.001220755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007813293,0.00004901376,0.979222,0.00007712448,0.00002193093,0.0002418582,0.002668336,0.0002371083,0.0003097299,0.0001166479,0.001234885,0.01574317],"study_design_scores_gemma":[0.000002572682,0.00007829612,0.9950417,0.00003937821,0.000003598167,0.0002776466,0.002917369,0.0001761229,0.0001170164,0.00001449077,0.001326505,0.000005274432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948038,0.0007367233,0.0002124498,0.001411296,0.00002499147,0.00002459817,0.0007673093,0.00002345153,0.001995261],"genre_scores_gemma":[0.998014,0.0005187782,0.0002777937,0.000254485,0.00002828585,0.00002847265,0.0006025237,0.000005123725,0.0002705715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008391525,"threshold_uncertainty_score":0.01668537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320586123028521,"score_gpt":0.2799667677576706,"score_spread":0.2667609065273854,"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."}}