{"id":"W3215505391","doi":"10.9745/ghsp-d-21-00220","title":"Using Human-Centered Design to Develop, Launch, and Evaluate a National Digital Health Platform to Improve Reproductive Health for Rwandan Youth","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tellabs (Canada)","funders":"Rwanda Biomedical Centre; University of Rwanda; United States Agency for International Development; David and Lucile Packard Foundation","keywords":"Reproductive health; Digital health; Product (mathematics); Process (computing); mHealth; Intervention (counseling); Health intervention; Program evaluation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02099227,0.0003167181,0.0006423024,0.0002228224,0.007504377,0.0001752465,0.0002820046,0.0001179474,0.00001054712],"category_scores_gemma":[0.01133171,0.0003126965,0.00002979448,0.002695818,0.0002099197,0.001241552,0.0003855541,0.0004733525,0.00003368662],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004110517,"about_ca_system_score_gemma":0.06366768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470437,"about_ca_topic_score_gemma":0.0007457753,"domain_scores_codex":[0.992864,0.0005808369,0.00152389,0.00166963,0.001245336,0.002116326],"domain_scores_gemma":[0.9895681,0.0009819083,0.001089812,0.0005526888,0.004626803,0.003180752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003696989,0.0009856765,0.003177107,0.004807265,0.00006972892,0.000005317969,0.04489789,0.000160328,0.0002403558,0.07301816,0.09546655,0.7734746],"study_design_scores_gemma":[0.00744461,0.006025786,0.02036218,0.001800652,0.0000511927,0.0002976685,0.06403477,0.001707992,0.00005885857,0.01557323,0.8813421,0.001301008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04616446,0.006785959,0.2223404,0.6563803,0.003919359,0.05218284,0.005944311,0.0004384964,0.005843904],"genre_scores_gemma":[0.3195477,0.001492717,0.2613131,0.4107804,0.001291962,0.004764977,0.0002851083,0.0000783516,0.0004455622],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7858755,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3342336945417416,"score_gpt":0.5714380325024063,"score_spread":0.2372043379606648,"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."}}