{"id":"W4367172984","doi":"10.1016/s0140-6736(23)00021-1","title":"Effectiveness of handwashing with soap for preventing acute respiratory infections in low-income and middle-income countries: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"The Lancet","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Medicine; Psychological intervention; Meta-analysis; Hygiene; Respiratory infection; Environmental health; MEDLINE; Global health; Cochrane Library; Public health; Internal medicine; Nursing; Respiratory system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01770622,0.003973343,0.02913736,0.009082226,0.000777579,0.004615819,0.003006426,0.002983463,0.004002982],"category_scores_gemma":[0.03969498,0.002050676,0.05608722,0.007324664,0.0009196776,0.002654185,0.002081103,0.002554591,0.0003451346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004497146,"about_ca_system_score_gemma":0.005260485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00863734,"about_ca_topic_score_gemma":0.01557514,"domain_scores_codex":[0.9882642,0.00512947,0.003731541,0.001051484,0.001436329,0.0003869944],"domain_scores_gemma":[0.9802684,0.0141824,0.003187386,0.0005146093,0.001547132,0.000300007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001515149,0.00003976212,0.001228276,0.4665825,0.5191907,0.00008077105,0.00006689873,0.0005021441,0.0001312927,0.0001051345,0.0003126845,0.01024471],"study_design_scores_gemma":[0.0005589505,0.0002109196,0.00152439,0.03368469,0.9625278,0.00006487743,0.00003697426,0.000159208,0.0001018829,0.0001377725,0.0009706783,0.0000219254],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002801463,0.9955701,0.0004092583,0.0001410634,0.0001255883,0.0004191854,0.0003136603,0.00002317109,0.0001964793],"genre_scores_gemma":[0.1087689,0.8850271,0.002521504,0.0008107639,0.0002339339,0.001742741,0.0005928435,0.00003328519,0.0002690299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02913736,"threshold_uncertainty_score":0.09364057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08768066951007852,"score_gpt":0.3701487876726549,"score_spread":0.2824681181625763,"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."}}