{"id":"W3211156242","doi":"10.5703/1288284317424","title":"Purdue College of Pharmacy's Response to the Hand Sanitizer Shortage during the Pandemic","year":2021,"lang":"en","type":"article","venue":"Purdue Journal of Service-Learning and International Engagement","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"Purdue University","keywords":"Hand sanitizer; Pharmacy; Pandemic; Economic shortage; Hygiene; Sanitation; Medicine; Coronavirus disease 2019 (COVID-19); Business; Environmental health; Medical emergency; Nursing; Infectious disease (medical specialty); 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":[0.006713943,0.00174519,0.0007040378,0.001478575,0.01267545,0.01401869,0.00273064,0.0173499,0.07416908],"category_scores_gemma":[0.007676583,0.001208381,0.0009105309,0.001006488,0.003091317,0.005058421,0.007890741,0.01705033,0.0123861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007622541,"about_ca_system_score_gemma":0.02781522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01822731,"about_ca_topic_score_gemma":0.0553687,"domain_scores_codex":[0.9946531,0.0009311541,0.0002726432,0.00073256,0.002005002,0.001405518],"domain_scores_gemma":[0.986901,0.0008855338,0.0004370523,0.0004619033,0.001755971,0.009558536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004357375,0.0002090493,0.000968392,0.00007310792,0.00001198533,0.0008893331,0.0001483714,0.00009816136,0.000359346,0.00154685,0.9688841,0.02676783],"study_design_scores_gemma":[0.00008102652,0.0001866523,0.005253309,0.0001386624,0.000006805555,0.0006249394,0.0005969296,0.0002999956,0.0002161736,0.001155765,0.9913955,0.0000442966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00544579,0.005070569,0.0007263671,0.8833062,0.02491645,0.0002501227,0.0003608227,0.0007380168,0.07918562],"genre_scores_gemma":[0.04064304,0.01276194,0.004036413,0.7256127,0.03249819,0.000342032,0.0006415669,0.0004405348,0.1830237],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07416908,"threshold_uncertainty_score":0.2481203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03643938584248348,"score_gpt":0.3446881553372558,"score_spread":0.3082487694947723,"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."}}