{"id":"W4210705816","doi":"10.2196/preprints.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 (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"mHealth; Attendance; Short Message Service; Psychological intervention; Medicine; Referral; Family medicine; Intervention (counseling); Social support; Text message; Randomized controlled trial; Nursing; Text messaging; Psychology; Internet privacy; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008508072,0.001280916,0.00175152,0.0005254861,0.0007959112,0.001182812,0.0008961086,0.002173849,0.005646718],"category_scores_gemma":[0.01201716,0.0007791845,0.002379121,0.0005067507,0.001202392,0.001474812,0.0009651631,0.00155469,0.0004493306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009071753,"about_ca_system_score_gemma":0.002922201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802168,"about_ca_topic_score_gemma":0.002791971,"domain_scores_codex":[0.9941946,0.003691401,0.0008405079,0.0004480865,0.0004032896,0.0004220821],"domain_scores_gemma":[0.9953945,0.002006987,0.001302383,0.0002550738,0.0005048704,0.0005361349],"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":[0.8121116,0.0756724,0.006347865,0.00957894,0.003019658,0.00009572352,0.0008504566,0.0005125265,0.00345711,0.0003046421,0.001978893,0.08607028],"study_design_scores_gemma":[0.6112782,0.3721108,0.01041296,0.0005198694,0.001965448,0.00002820391,0.0002187723,0.0004203082,0.001415129,0.0001723279,0.001423804,0.00003417757],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429004,0.002168945,0.0007959372,0.0004747233,0.0004802547,0.05038287,0.001019677,0.00007793008,0.00169924],"genre_scores_gemma":[0.9091061,0.001484689,0.005680566,0.0006186615,0.0002916114,0.08127488,0.0005023415,0.00001267903,0.001028389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008508072,"threshold_uncertainty_score":0.04499555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037516465220861,"score_gpt":0.450262759678016,"score_spread":0.34651111315593,"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."}}