{"id":"W2945337492","doi":"10.2196/14097","title":"Effects of a School-Based Health Intervention Program in Marginalized Communities of Port Elizabeth, South Africa (the KaziBantu Study): Protocol for a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nelson Mandela University; National Research Foundation; Universität Basel; Novartis Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Intervention (counseling); Poverty; Randomized controlled trial; Protocol (science); Gerontology; Medicine; Health education; Medical education; Literacy; Program evaluation; Public health; Nursing; Psychology; Alternative medicine; Economic growth; Political science; Pedagogy","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":[0.04173059,0.008129164,0.01714474,0.00410532,0.004935144,0.005676606,0.004756725,0.01031183,0.07766587],"category_scores_gemma":[0.03210677,0.004791382,0.00764157,0.004750096,0.004679763,0.005870718,0.003257826,0.0105075,0.01301847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007962168,"about_ca_system_score_gemma":0.02201822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004978295,"about_ca_topic_score_gemma":0.006257348,"domain_scores_codex":[0.9714922,0.01623373,0.003720017,0.002486505,0.002675949,0.003391631],"domain_scores_gemma":[0.9842709,0.004293986,0.003459751,0.001765816,0.00378223,0.002427278],"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":[0.8645114,0.03308924,0.001145298,0.03282671,0.002635404,0.0003217506,0.0009030571,0.002413683,0.001955585,0.003476309,0.01537934,0.04134221],"study_design_scores_gemma":[0.9474189,0.02681923,0.001610793,0.003502001,0.0008536215,0.00003173195,0.0002231905,0.001301147,0.0006699644,0.001620842,0.01583879,0.0001097298],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007366472,0.0001017861,0.0003491752,0.00005259077,0.00008696093,0.9981034,0.0003588356,0.00003995435,0.0001707147],"genre_scores_gemma":[0.0007085271,0.00006258504,0.0007015342,0.00004483407,0.00001825709,0.9983025,0.00004766121,0.0000024194,0.0001116715],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07766587,"threshold_uncertainty_score":0.2598182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2838393031891315,"score_gpt":0.6389960106405604,"score_spread":0.3551567074514289,"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."}}