{"id":"W4386705491","doi":"10.2196/43654","title":"A Tailored mHealth Intervention for Improving Antenatal Care Seeking and Health Behavioral Determinants During Pregnancy Among Adolescent Girls and Young Women in South Africa: Development and Protocol for a Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Medical Research Council","keywords":"mHealth; Randomized controlled trial; Intervention (counseling); Medicine; Protocol (science); Pregnancy; Family medicine; Psychological intervention; Nursing; Alternative medicine","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":[0.01658371,0.003205357,0.005736904,0.001835612,0.002401737,0.002146718,0.002516614,0.004168981,0.04642183],"category_scores_gemma":[0.0143897,0.002345912,0.003218697,0.001991237,0.002044471,0.002445354,0.001795567,0.004501396,0.004860004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404622,"about_ca_system_score_gemma":0.01147175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002492979,"about_ca_topic_score_gemma":0.005143548,"domain_scores_codex":[0.9918779,0.004499564,0.0009714846,0.0006711931,0.0008928986,0.001086913],"domain_scores_gemma":[0.9956523,0.001249109,0.0008448584,0.0004657766,0.0009237342,0.0008642867],"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":[0.7081379,0.0761512,0.002532889,0.03489241,0.001733058,0.0004545602,0.001510702,0.002291799,0.003796267,0.002887668,0.01901707,0.1465944],"study_design_scores_gemma":[0.9272392,0.0492494,0.004208259,0.002490407,0.000606754,0.00004799968,0.0002949352,0.001088309,0.000762957,0.000894611,0.01303538,0.00008189328],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004008325,0.0001335795,0.0006636762,0.00009760266,0.0001046968,0.9940668,0.0005318281,0.0000421886,0.0003512657],"genre_scores_gemma":[0.002621703,0.000103985,0.001812842,0.00007390542,0.00001959567,0.9951079,0.00006094038,0.00000202307,0.0001970836],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04642183,"threshold_uncertainty_score":0.1552965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2697964261492359,"score_gpt":0.5748592818905638,"score_spread":0.3050628557413279,"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."}}