{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004008989,0.0003742154,0.007902973,0.0004145596,0.000165014,0.0001407321,0.000312395,0.000116761,0.000004270039],"category_scores_gemma":[0.0002561627,0.0002029962,0.0007503808,0.001185515,0.00009573819,0.0001493913,0.0001034,0.0002873936,0.000002050282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007315203,"about_ca_system_score_gemma":0.00002743514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003256057,"about_ca_topic_score_gemma":0.0001096636,"domain_scores_codex":[0.9966091,0.001506614,0.001006216,0.0004059447,0.0002001741,0.0002719549],"domain_scores_gemma":[0.9955963,0.002791789,0.0008382598,0.0006333998,0.00009690541,0.00004331244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003150943,0.00001691276,0.0001467815,0.9684215,0.03125566,0.000002403997,0.00006762813,0.000002005138,4.033058e-8,0.00003157805,0.000004626847,0.00001931433],"study_design_scores_gemma":[0.0006216674,0.00007119976,0.0001068162,0.4611779,0.5367926,0.00002060811,0.000005608061,0.000007068889,0.000002634774,0.0001046274,0.0008625474,0.0002267774],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004817085,0.99281,0.00006638958,0.0001552376,0.00004607562,0.005975428,0.0004026214,0.00005592356,0.000006601084],"genre_scores_gemma":[0.0008873884,0.9964861,0.00004194499,0.0001306137,0.0000700126,0.002241245,0.0000419024,0.0000647147,0.00003602536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5072437,"threshold_uncertainty_score":0.8277944,"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."}}