{"id":"W1589576964","doi":"10.1111/j.1471-8847.2009.00266.x","title":"TRAINING NEEDS ASSESSMENT IN RESEARCH ETHICS EVALUATION AMONG RESEARCH ETHICS COMMITTEE MEMBERS IN THREE AFRICAN COUNTRIES: CAMEROON, MALI AND TANZANIA","year":2009,"lang":"en","type":"article","venue":"Developing World Bioethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research; Schweizerische Akademie der Medizinischen Wissenschaften; Akademie der Naturwissenschaften; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Academy of Medical Sciences","keywords":"Tanzania; Research ethics; Informed consent; Training (meteorology); Ethics committee; Developing country; Medicine; Political science; Medical education; Ethical issues; Public relations; Socioeconomics; Alternative medicine; Public administration; Economic growth; Sociology; Engineering ethics; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.3166028,0.0004571306,0.0009938014,0.004602095,0.001229022,0.0004284393,0.0009547045,0.003096482,0.0001078972],"category_scores_gemma":[0.13505,0.0004562006,0.00009548489,0.009892958,0.006566892,0.0003058327,0.0007050964,0.07011686,0.00002060419],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003378185,"about_ca_system_score_gemma":0.02346652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006555899,"about_ca_topic_score_gemma":0.2850519,"domain_scores_codex":[0.9693313,0.009990287,0.002166067,0.001507613,0.01451931,0.002485435],"domain_scores_gemma":[0.8653025,0.1219326,0.0002990851,0.001505855,0.01028502,0.0006749813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000556257,0.0003152867,0.2615431,0.001453112,0.00008729116,0.0002871423,0.08898105,0.0001116628,0.0001683016,0.6364454,0.000420445,0.009630919],"study_design_scores_gemma":[0.00386122,0.0009627577,0.5690239,0.01012742,0.00004657663,0.00002103175,0.05561024,0.007537674,0.0002383767,0.3454964,0.006252427,0.0008219358],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4658577,0.001004281,0.0005338957,0.502807,0.0003579245,0.003332062,0.00001327104,0.000123752,0.02597019],"genre_scores_gemma":[0.9753178,0.004173593,0.01421111,0.004986261,0.0002382584,0.0001905402,0.00004755841,0.00008191507,0.000753001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5094601,"threshold_uncertainty_score":0.999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8483531451823871,"score_gpt":0.6669783536755884,"score_spread":0.1813747915067987,"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."}}