{"id":"W2928170591","doi":"10.1097/sga.0000000000000432","title":"HANDWASHING PROMOTION FOR PREVENTING DIARRHEA","year":2019,"lang":"en","type":"review","venue":"Gastroenterology Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; Nursing; Systematic review; Health care; Promotion (chess); Family medicine; Cochrane collaboration; MEDLINE; Alternative medicine; Pathology; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00104941,0.0005220943,0.002250007,0.000404263,0.0007506156,0.00002567847,0.0003491663,0.0008385085,0.00007262875],"category_scores_gemma":[0.0001715027,0.0004689743,0.0007914617,0.0001716891,0.00008286426,0.0001314129,0.00007764587,0.001191579,0.0001861577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006573697,"about_ca_system_score_gemma":0.0003243962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008411109,"about_ca_topic_score_gemma":0.00001377335,"domain_scores_codex":[0.9952598,0.001167437,0.001243253,0.000755698,0.0001720693,0.001401764],"domain_scores_gemma":[0.9974537,0.0005935302,0.001167241,0.0005151705,0.0001348813,0.0001354741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008667562,0.0001193778,0.0001553604,0.03280724,0.0001512941,0.000002238224,0.001316263,7.735001e-7,8.473705e-7,0.00004572451,0.01612713,0.9491871],"study_design_scores_gemma":[0.001178793,0.0006520922,0.00005285597,0.08234615,0.002512616,0.00005352079,0.0004571962,0.00002252098,3.17225e-7,0.0002100255,0.9122018,0.0003120913],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002738691,0.9730104,0.008529983,0.0004107174,0.01182318,0.00511975,0.00008873855,0.0001961544,0.0005472266],"genre_scores_gemma":[0.0001057198,0.9906389,0.002040011,0.00007073902,0.002520512,0.001004223,0.0008834283,0.0002024574,0.00253404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.948875,"threshold_uncertainty_score":0.9997762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355964200366166,"score_gpt":0.4677445110266528,"score_spread":0.3321480909900363,"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."}}