{"id":"W2801774192","doi":"10.2196/mhealth.8832","title":"Mobile-Based Nutrition Counseling and Unconditional Cash Transfers for Improving Maternal and Child Nutrition in Bangladesh: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Focus group; mHealth; Mobile phone; Intervention (counseling); Malnutrition; Environmental health; Population; Nutrition Education; Phone; Family medicine; Gerontology; Nursing; Business; Marketing; Telecommunications","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":[0.002838237,0.001020065,0.0007652073,0.0007071468,0.00133619,0.0005830334,0.000761389,0.0009186306,0.005082693],"category_scores_gemma":[0.003080321,0.0005795545,0.0005521057,0.0007306503,0.0005487744,0.0007026989,0.001088533,0.0007274685,0.0006143915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125984,"about_ca_system_score_gemma":0.00306005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012568,"about_ca_topic_score_gemma":0.01529906,"domain_scores_codex":[0.9987865,0.0005694336,0.00009777881,0.0001162131,0.0001441626,0.0002859532],"domain_scores_gemma":[0.9986186,0.0005015733,0.0001565454,0.00006521769,0.0001644472,0.0004936818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02405011,0.1436494,0.2146379,0.008580183,0.0005358573,0.00821405,0.06292253,0.001794091,0.02730178,0.001063848,0.003187246,0.504063],"study_design_scores_gemma":[0.02251786,0.4069722,0.4960034,0.001295445,0.0007850188,0.001454097,0.04925977,0.001691498,0.004287995,0.0004647719,0.01505736,0.0002105943],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946058,0.0001740398,0.0002426711,0.0002540551,0.00001555441,0.003224514,0.0002604589,0.00001693188,0.001206113],"genre_scores_gemma":[0.9879545,0.001123412,0.003077278,0.0003394094,0.00004694248,0.005736414,0.0002617031,0.000008435311,0.001451783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012568,"threshold_uncertainty_score":0.02498966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208534315445403,"score_gpt":0.3412314808413332,"score_spread":0.3091461376868792,"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."}}