{"id":"W4293240318","doi":"10.47339/ephj.2022.216","title":"Sensitivity of infrared sensor faucet on different skin colours and how it can potentially effect equity in public health","year":2022,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hygiene; Environmental health; Medicine; Computer science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004476118,0.0005173866,0.0003019247,0.0009395517,0.0004431868,0.002180382,0.0007080903,0.001259407,0.006118137],"category_scores_gemma":[0.01370681,0.0002661767,0.0007162528,0.0007476791,0.001278819,0.001829411,0.001650089,0.001073673,0.0006356715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085546,"about_ca_system_score_gemma":0.0005056908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004378697,"about_ca_topic_score_gemma":0.002219333,"domain_scores_codex":[0.9961445,0.002035535,0.00008713768,0.0004827483,0.0008363307,0.0004136652],"domain_scores_gemma":[0.9927845,0.004795365,0.0008874061,0.0003299235,0.001047998,0.000154915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001821873,0.001066629,0.4451655,0.001888802,0.0005944881,0.00071164,0.004524639,0.00917051,0.1050328,0.03464192,0.006426895,0.3889543],"study_design_scores_gemma":[0.0001250281,0.003822952,0.6554853,0.001909298,0.001148402,0.00246554,0.01205172,0.0269853,0.1824429,0.06496159,0.04822966,0.0003723282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581544,0.01439579,0.02699671,0.009642936,0.001019653,0.0002050165,0.0008210793,0.0001763855,0.08858796],"genre_scores_gemma":[0.9922978,0.001203569,0.003106742,0.0007191472,0.00007924932,0.00004203809,0.00007538182,0.0000168827,0.002459143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006118137,"threshold_uncertainty_score":0.02367222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628507024171648,"score_gpt":0.3011508167936501,"score_spread":0.2648657465519336,"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."}}