{"id":"W3134385630","doi":"10.1093/jcag/gwab002.067","title":"A69 THE EFFECT OF COVID-19 PANDEMIC ON CURRENT AND FUTURE ENDOSCOPIC PERSONAL PROTECTIVE EQUIPMENT PRACTICES: A NATIONAL SURVEY OF 77 ENDOSCOPISTS","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Personal protective equipment; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Demographics; Family medicine; Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Pathology; Demography; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001615068,0.0001733115,0.0002019768,0.001035296,0.0007851401,0.0007240922,0.0005843079,0.0004889598,0.001950417],"category_scores_gemma":[0.004965505,0.0003325028,0.0003775715,0.001715286,0.0005793417,0.0006825594,0.000921958,0.0006054681,0.0004831504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003040734,"about_ca_system_score_gemma":0.003543354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4732207,"about_ca_topic_score_gemma":0.520016,"domain_scores_codex":[0.9984269,0.0002195176,0.0001816016,0.0001873195,0.0005447455,0.0004398859],"domain_scores_gemma":[0.9940776,0.0007309923,0.002064792,0.0001625926,0.001562996,0.001401127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001582813,0.00001744266,0.9982172,0.0000126906,0.000006710733,0.00002065195,0.0005452765,0.00001465945,0.00005463292,0.000005469431,0.0002634136,0.0008259212],"study_design_scores_gemma":[0.000001310975,0.00002586358,0.9977585,0.00001208764,0.000001949436,0.00002718026,0.001886816,0.00004410996,0.00001449323,0.000001640645,0.0002237556,0.000002341745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974508,0.0001046127,0.00003160126,0.0001650849,0.000004328213,0.00002894713,0.001266753,0.000002816922,0.0009451484],"genre_scores_gemma":[0.9985344,0.0001650326,0.00008319651,0.0001440948,0.000005130006,0.00003987942,0.0007134161,0.000001768028,0.0003130406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4732207,"threshold_uncertainty_score":0.9409325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06160540082388077,"score_gpt":0.3837217422522476,"score_spread":0.3221163414283668,"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."}}