{"id":"W4312844313","doi":"10.2196/36619","title":"Evaluating the Feasibility, Acceptability, and Preliminary Efficacy of SupportMoms-Uganda, an mHealth-Based Patient-Centered Social Support Intervention to Improve the Use of Maternity Services Among Pregnant Women in Rural Southwestern Uganda: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fogarty International Center; National Institutes of Health","keywords":"mHealth; Short Message Service; Attendance; Psychological intervention; Medicine; Referral; Intervention (counseling); Family medicine; Social support; Randomized controlled trial; Nursing; Text message; Telemedicine; Health care; Psychology; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01102965,0.001546407,0.002203239,0.0008543761,0.0009123828,0.001197546,0.001284425,0.002209546,0.004949467],"category_scores_gemma":[0.01489628,0.001038599,0.002317721,0.0006706809,0.00161118,0.001581531,0.001281217,0.001802747,0.0004177026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021434,"about_ca_system_score_gemma":0.002821286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175655,"about_ca_topic_score_gemma":0.001622629,"domain_scores_codex":[0.9918545,0.005434636,0.001000179,0.0005996097,0.0005833967,0.0005275912],"domain_scores_gemma":[0.9940343,0.002757029,0.001572591,0.0003461836,0.0006274648,0.0006623726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7601182,0.1049656,0.009372649,0.01158879,0.003351821,0.0001317671,0.001675618,0.0007751784,0.003389455,0.0003688001,0.001193757,0.1030684],"study_design_scores_gemma":[0.6081157,0.3755564,0.0103507,0.000564687,0.001847899,0.00003454943,0.0003026381,0.0005938869,0.001205812,0.0002202639,0.001170362,0.00003708243],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492463,0.002059275,0.0008393337,0.0003930402,0.0003102385,0.04501475,0.0006157069,0.00006994437,0.001451461],"genre_scores_gemma":[0.9185178,0.001286509,0.005098804,0.0003288939,0.0001776805,0.07363694,0.0002802786,0.00001049082,0.0006626054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102965,"threshold_uncertainty_score":0.05833101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594609617463427,"score_gpt":0.518555079623042,"score_spread":0.3590941178766993,"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."}}