{"id":"W4361281782","doi":"10.1007/s12063-023-00366-z","title":"Industry 4.0 adoption for healthcare supply chain performance during COVID-19 pandemic in Brazil and India: the mediating role of resilience abilities development","year":2023,"lang":"en","type":"article","venue":"Operations Management Research","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Resilience (materials science); Pandemic; Coronavirus disease 2019 (COVID-19); Supply chain; Business; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Healthcare industry; Psychological resilience; Industrial organization; Economic growth; Medicine; Psychology; Virology; Marketing; Economics; Disease","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":[0.001819527,0.0002215327,0.0001184182,0.000924763,0.0005910258,0.002213088,0.0005238394,0.0005713073,0.003919449],"category_scores_gemma":[0.01056863,0.0001778948,0.0003775154,0.001233515,0.0007197006,0.001890117,0.002436382,0.001178046,0.0004201813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863838,"about_ca_system_score_gemma":0.003708202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03324269,"about_ca_topic_score_gemma":0.03448256,"domain_scores_codex":[0.9989322,0.0003056805,0.00006337099,0.0001053705,0.0001805883,0.0004127129],"domain_scores_gemma":[0.9917539,0.002417906,0.0026772,0.000372698,0.001474298,0.001303945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170925,0.0001542839,0.959206,0.00006519008,0.00004126878,0.00027948,0.007680295,0.0008787059,0.0009463046,0.003503437,0.001956146,0.02517175],"study_design_scores_gemma":[0.000003258622,0.0001140393,0.9763234,0.0001003704,0.00003231095,0.00007084894,0.01664463,0.001928361,0.0003653269,0.0006179431,0.003776954,0.0000225082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914674,0.00008333407,0.0002669166,0.001363301,0.00001468397,0.00001833372,0.0002119736,0.00003496545,0.006539048],"genre_scores_gemma":[0.9991109,0.00004881942,0.0001603975,0.00005210944,0.000004324574,0.000005062843,0.00007759606,0.000005163738,0.0005356807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324269,"threshold_uncertainty_score":0.06609839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219455561893543,"score_gpt":0.3529079308316304,"score_spread":0.3007133752126949,"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."}}