{"id":"W4213230768","doi":"10.2196/31233","title":"An Unstructured Supplementary Service Data–Based mHealth App Providing On-Demand Sexual Reproductive Health Information for Adolescents in Kibra, Kenya: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproductive health; Randomized controlled trial; mHealth; Psychological intervention; Medicine; Abstinence; Adolescent health; Family medicine; Population; Nursing; Psychiatry; Environmental 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":[0.003589209,0.001715849,0.004138963,0.0008620088,0.001213138,0.00161279,0.001525383,0.003047873,0.01467802],"category_scores_gemma":[0.005756485,0.001079512,0.002889937,0.0007989294,0.001408933,0.001754684,0.0009498562,0.003237917,0.0009784624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380692,"about_ca_system_score_gemma":0.002758863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004218513,"about_ca_topic_score_gemma":0.008657443,"domain_scores_codex":[0.9977772,0.00106015,0.0003063993,0.0003256826,0.0002374864,0.0002931128],"domain_scores_gemma":[0.9980038,0.000819262,0.0004774793,0.0001091936,0.0002075857,0.0003827689],"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":[0.8966262,0.05099602,0.0008175665,0.01418807,0.003014042,0.0001066018,0.0004060547,0.0002244638,0.001137739,0.0001903124,0.001132533,0.03116032],"study_design_scores_gemma":[0.9166034,0.07795339,0.001686166,0.0007083157,0.001489708,0.00001561767,0.0001634901,0.000233536,0.0002229274,0.0001090113,0.0007914027,0.00002292299],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464669,0.00963249,0.001474784,0.001140342,0.002055052,0.1327915,0.002549415,0.0002962452,0.003593287],"genre_scores_gemma":[0.8314567,0.006486651,0.006032916,0.001660631,0.0006718927,0.1492226,0.000641507,0.00002747457,0.003799544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01467802,"threshold_uncertainty_score":0.0491029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06637751611072525,"score_gpt":0.4466451936925066,"score_spread":0.3802676775817814,"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."}}