{"id":"W1500683193","doi":"10.5539/gjhs.v8n2p46","title":"Assessing the Impact of a Community-Based Health and Nutrition Education on the Management of Diarrhea in an Urban District, Cairo, Egypt","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cairo University","keywords":"Intervention (counseling); Medicine; Psychological intervention; Health education; Diarrhea; Community health; Family medicine; Nursing; Environmental health; Public health","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":[0.0009252403,0.0004344984,0.0003167777,0.0003841216,0.0007052543,0.000412304,0.000679541,0.000759084,0.001630412],"category_scores_gemma":[0.0014721,0.0003086551,0.0003471829,0.0004222673,0.0003536445,0.0003092189,0.000607576,0.000436747,0.0001378641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390148,"about_ca_system_score_gemma":0.004444456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04218584,"about_ca_topic_score_gemma":0.08846401,"domain_scores_codex":[0.9994861,0.0001717051,0.00003165568,0.00004949626,0.00006643151,0.0001945438],"domain_scores_gemma":[0.9991891,0.0001611065,0.0001641267,0.00002825883,0.0001325681,0.0003248441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01547343,0.1018861,0.5587727,0.007112572,0.0009820855,0.003988989,0.01914117,0.003678045,0.02557743,0.0005276731,0.003132183,0.2597278],"study_design_scores_gemma":[0.001647911,0.03059922,0.9571072,0.0001846916,0.0002705388,0.0001374621,0.00538574,0.0008354412,0.001464518,0.0000582948,0.002276747,0.00003213857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993274,0.00009516314,0.00002311441,0.0001121756,0.0000027299,0.0001300121,0.00004064652,0.000003193741,0.000265525],"genre_scores_gemma":[0.9981909,0.0002757297,0.000426121,0.0001545401,0.000007896756,0.0001627516,0.0001041898,0.000001244794,0.0006766549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04218584,"threshold_uncertainty_score":0.0838806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07127443522324906,"score_gpt":0.4293808069813458,"score_spread":0.3581063717580968,"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."}}