{"id":"W3100800967","doi":"10.1016/j.amjsurg.2020.11.019","title":"Impact of hospital lockdown secondary to COVID-19 and past pandemics on surgical practice: A living rapid systematic review","year":2020,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); MEDLINE; Personal protective equipment; Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medical emergency; Emergency medicine; Intensive care medicine; Disease; 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":[0.009041207,0.001366045,0.007600311,0.006485691,0.0005654538,0.00350898,0.001625977,0.002841137,0.00720624],"category_scores_gemma":[0.05003719,0.001306568,0.01495983,0.008203992,0.0008657595,0.002835473,0.003017786,0.002893336,0.0005451275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420122,"about_ca_system_score_gemma":0.01388994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02602404,"about_ca_topic_score_gemma":0.09320784,"domain_scores_codex":[0.9918526,0.002092781,0.003228403,0.0008964849,0.001459432,0.0004703236],"domain_scores_gemma":[0.9718969,0.0182425,0.006651271,0.0005120615,0.002177348,0.0005200194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005644379,0.00002757467,0.005230503,0.890907,0.07353297,0.0001003308,0.000264769,0.0001497354,0.00009052689,0.0002309832,0.003007443,0.02589373],"study_design_scores_gemma":[0.0007330478,0.0002750257,0.01723405,0.6278617,0.3360443,0.0002321736,0.0006948764,0.0001237605,0.0001010069,0.0003942207,0.01621929,0.00008634169],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001725173,0.9962619,0.00009751556,0.000347928,0.0002147984,0.0001715237,0.0009703979,0.000009667584,0.0002010887],"genre_scores_gemma":[0.04490444,0.9512148,0.0006885925,0.001836324,0.0001612021,0.0003684018,0.0005884168,0.00001453317,0.0002232871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02602404,"threshold_uncertainty_score":0.05174512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09492939837547677,"score_gpt":0.4501495169558987,"score_spread":0.355220118580422,"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."}}