{"id":"W2105857436","doi":"10.1186/1471-2458-14-54","title":"Promoting sexual and reproductive health among adolescents in southern and eastern Africa (PREPARE): project design and conceptual framework","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cape Town; Muhimbili University of Health and Allied Sciences; Universitetet i Oslo; Universiteit Maastricht; World Health Organization; University of Exeter; Universitetet i Bergen; National Institute for Health and Care Research; University of Health and Allied Sciences; University of Windsor; London School of Hygiene and Tropical Medicine","keywords":"Psychological intervention; Biostatistics; Reproductive health; Tanzania; Medicine; Intervention (counseling); Public health; Environmental health; Peer education; Gerontology; Socioeconomics; Health education; Population; Nursing; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01182431,0.0004588449,0.0009768404,0.000347937,0.001413437,0.00005832623,0.0001879779,0.00034015,0.00001014604],"category_scores_gemma":[0.00244144,0.0003843365,0.00002434724,0.0005635901,0.0006323362,0.0003739352,0.00040447,0.001463052,0.00001596933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004151797,"about_ca_system_score_gemma":0.002574687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002917998,"about_ca_topic_score_gemma":0.001011942,"domain_scores_codex":[0.9873896,0.00700404,0.001355428,0.001892254,0.0004572273,0.001901403],"domain_scores_gemma":[0.996467,0.0006370458,0.0009626573,0.0007103153,0.0001961322,0.001026835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257873,0.0002859941,0.7425219,0.002787951,0.00001159882,0.000001117727,0.2342335,0.000001405264,0.000003627467,0.0005825453,0.0006038115,0.01884066],"study_design_scores_gemma":[0.003567521,0.002256725,0.7906588,0.002855255,0.00001050056,0.00002633509,0.1871413,0.004426694,7.702896e-7,0.001475205,0.006747232,0.0008337612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962903,0.002041633,0.01794873,0.009666167,0.0004100087,0.006629119,0.00002939999,0.000246824,0.0001250956],"genre_scores_gemma":[0.9904703,0.0001328939,0.005650873,0.001936798,0.0008485611,0.0002388486,0.00001551244,0.00008477186,0.0006213824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04813679,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660598662417372,"score_gpt":0.4063075331430311,"score_spread":0.2402476669012939,"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."}}