{"id":"W3115944798","doi":"10.1093/asj/sjaa311","title":"The Safe Resumption of Elective Plastic Surgery in Accredited Ambulatory Surgery Facilities During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oakville Public Library; University of Toronto","funders":"","keywords":"Medicine; Elective surgery; Pandemic; Ambulatory; Health care; Coronavirus disease 2019 (COVID-19); Personal protective equipment; Emergency medicine; General surgery; Surgery; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004996885,0.0002983994,0.0009201688,0.0005284707,0.0006002308,0.00007135842,0.000169462,0.0001804571,0.0001222869],"category_scores_gemma":[0.01048967,0.0001877392,0.000555773,0.0008431771,0.0003708708,0.0001870363,0.00005312953,0.001149791,0.00001823937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007497554,"about_ca_system_score_gemma":0.004677914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003894755,"about_ca_topic_score_gemma":0.0001777496,"domain_scores_codex":[0.9955351,0.001002567,0.001477917,0.0003186793,0.0008738101,0.0007918709],"domain_scores_gemma":[0.9696979,0.02799768,0.0007618248,0.0004011185,0.0002760871,0.0008653885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002824591,0.00006601787,0.9609683,0.000354164,0.00007288629,0.0004376678,0.00225474,0.0001880728,0.0002323311,0.00001112241,0.01689067,0.01569943],"study_design_scores_gemma":[0.0009788385,0.0001090818,0.9519817,0.0006806923,0.00008246207,0.01652901,0.002347509,0.0001884651,0.0002143625,0.0002701065,0.02624905,0.0003687828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717717,0.002696356,0.0000726285,0.02417148,0.0009191894,0.0002724961,0.00001784424,0.00006202314,0.00001629378],"genre_scores_gemma":[0.992983,0.004442768,0.000002289518,0.002108195,0.0003363043,0.00001912296,0.000009318932,0.00003759612,0.00006140891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02699512,"threshold_uncertainty_score":0.9978454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421503491933017,"score_gpt":0.3472965049107468,"score_spread":0.2051461557174451,"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."}}