{"id":"W3118054843","doi":"","title":"Application of sharing economy to address shortage of medical equipment in covid-19 pandemic","year":2020,"lang":"en","type":"article","venue":"International Conference on Industrial Engineering and Operations Management","topic":"Global Healthcare and Medical Tourism","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Economic shortage; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Virology; Medicine; Outbreak; Government (linguistics)","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":[0.0010843,0.0003433751,0.0003012653,0.001137383,0.001021449,0.00208062,0.0008685941,0.0008626567,0.009198217],"category_scores_gemma":[0.002975024,0.0001091086,0.0004203612,0.0007027348,0.0003516425,0.001979362,0.002720197,0.00057688,0.000504099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000983804,"about_ca_system_score_gemma":0.003112232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391607,"about_ca_topic_score_gemma":0.003528444,"domain_scores_codex":[0.9992359,0.000232539,0.00003211365,0.00008838127,0.000185428,0.0002256187],"domain_scores_gemma":[0.9989385,0.0002669919,0.0001277434,0.00005109119,0.0003821555,0.0002335014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007747186,0.002945818,0.09013735,0.0007570963,0.0002361199,0.002008412,0.002258171,0.0800877,0.006723837,0.09249426,0.06225115,0.6593253],"study_design_scores_gemma":[0.0002080032,0.00186911,0.09493657,0.0007520344,0.0004329205,0.001128124,0.03487964,0.5952473,0.006698621,0.1037687,0.1599005,0.0001784641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849013,0.00314216,0.08062764,0.01886724,0.001384952,0.0009842151,0.0008720951,0.0006890505,0.2085314],"genre_scores_gemma":[0.9861109,0.0004013527,0.0063146,0.0003005898,0.00009124818,0.00007103353,0.0001402665,0.00001576575,0.006554233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009198217,"threshold_uncertainty_score":0.03077114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2342788899401629,"score_gpt":0.4538380587258538,"score_spread":0.2195591687856909,"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."}}