{"id":"W3160058803","doi":"10.1007/978-3-030-74611-7_82","title":"An Ergonomic, Safety and Wellness Perspective of a Screener Role During the COVID-19 Pandemic","year":2021,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Medical emergency; Virology; Computer science; Pathology","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":[0.001045208,0.0003933076,0.0002135352,0.0005417983,0.00272445,0.005495583,0.0007442636,0.002500468,0.006277706],"category_scores_gemma":[0.001334752,0.0001965451,0.0002247479,0.0004610085,0.00473542,0.002755061,0.001996005,0.003938034,0.0006945163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239106,"about_ca_system_score_gemma":0.003430209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341406,"about_ca_topic_score_gemma":0.0284002,"domain_scores_codex":[0.9992822,0.0004285451,0.00001247246,0.00005188282,0.00009171465,0.0001331692],"domain_scores_gemma":[0.9993899,0.0003042685,0.00004144084,0.0000135691,0.00007114022,0.0001796914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001500299,0.0003975433,0.005567651,0.000349711,0.00001890716,0.001743762,0.1541441,0.001244943,0.002135899,0.5945153,0.1433371,0.09639514],"study_design_scores_gemma":[0.00002613164,0.0003790723,0.02061068,0.001456823,0.00002058403,0.0009697436,0.2457253,0.001218939,0.0005346905,0.1246719,0.6043186,0.00006747468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06420238,0.02598246,0.00861224,0.2162401,0.007994638,0.00008392036,0.0001976601,0.00006125789,0.6766253],"genre_scores_gemma":[0.7371767,0.02249864,0.0046867,0.0242944,0.002242386,0.0001525183,0.000097376,0.00007641081,0.2087749],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01341406,"threshold_uncertainty_score":0.02667195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149785930160459,"score_gpt":0.2667082630345123,"score_spread":0.2517296700184664,"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."}}