{"id":"W3002902112","doi":"10.4103/jomt.jomt_16_19","title":"Knowledge, attitude, and practice of hand washing among healthcare workers in a tertiary health facility in northwest Nigeria","year":2019,"lang":"en","type":"article","venue":"Journal of Medicine in the Tropics","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hand washing; Checklist; Health care; Infection control; Family medicine; Tertiary care; Health facility; Quarter (Canadian coin); Nursing; Environmental health; Hygiene; Population; Health services; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005268926,0.0001614825,0.0008638122,0.0005383434,0.00004111171,0.000009640961,0.0001467164,0.0001342259,0.00001362743],"category_scores_gemma":[0.002794694,0.0001041086,0.00005742071,0.0005321723,0.0002168914,0.0002291814,0.00003016739,0.001364742,0.000001120207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182016,"about_ca_system_score_gemma":0.0006738405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009453519,"about_ca_topic_score_gemma":0.02579588,"domain_scores_codex":[0.9963006,0.001195771,0.001528314,0.0001798504,0.0004831404,0.0003123033],"domain_scores_gemma":[0.9967926,0.001541515,0.0008279632,0.0002829129,0.0003918641,0.0001631312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008149315,0.0002176714,0.975963,0.00100116,0.00002385822,0.00009516543,0.01476383,0.00005812212,0.00006388873,0.00001812505,0.0001970778,0.006783145],"study_design_scores_gemma":[0.006277939,0.001551708,0.9721664,0.003442723,0.00002183783,0.0005342049,0.01489908,0.000141248,0.00000616393,0.00005150006,0.0008411534,0.00006601326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262446,0.006703633,0.00004095367,0.06553994,0.0005316139,0.0007132777,0.000002775097,0.000003690845,0.0002194916],"genre_scores_gemma":[0.9962975,0.0009761629,0.0001752652,0.002235077,0.0002788746,0.000006163832,0.000003343389,0.00001026074,0.00001740196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07005282,"threshold_uncertainty_score":0.9971426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727506511529333,"score_gpt":0.3608327898052269,"score_spread":0.3335577246899336,"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."}}