{"id":"W230466808","doi":"","title":"Research Ethics Boards and Challenges for Public Participation","year":2009,"lang":"en","type":"article","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Ethics in medical practice","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioethics; Declaration of Helsinki; Research ethics; Transparency (behavior); Informed consent; Public relations; Accountability; Confidentiality; Political science; Helsinki declaration; Public administration; Business; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.5572076,0.001074117,0.002041565,0.002932912,0.0180376,0.03617169,0.01076546,0.04777965,0.01603361],"category_scores_gemma":[0.5312191,0.00168477,0.001761967,0.003833356,0.06115086,0.03436949,0.02849646,0.05299066,0.005784633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01728866,"about_ca_system_score_gemma":0.1085817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005042997,"about_ca_topic_score_gemma":0.003672411,"domain_scores_codex":[0.3106945,0.583681,0.01931685,0.01735827,0.05025018,0.01869923],"domain_scores_gemma":[0.1982552,0.6551499,0.02021158,0.03084924,0.05479296,0.04074106],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004268533,0.0001265638,0.0009178989,0.0006277434,0.00002010348,0.0002852956,0.01231537,0.0002465343,0.0001192531,0.7999136,0.1330835,0.05230151],"study_design_scores_gemma":[0.0001079704,0.00008468575,0.0008823263,0.004263109,0.00001603432,0.0004284409,0.01126055,0.0004560299,0.0001744391,0.4229109,0.5593508,0.00006467046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001530192,0.007711071,0.007522369,0.9479007,0.004564231,0.0003471713,0.00004429503,0.0000700434,0.03030997],"genre_scores_gemma":[0.1743319,0.01176604,0.02738794,0.7418206,0.01396657,0.00447156,0.0003046332,0.0003417891,0.02560891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9522203,"threshold_uncertainty_score":0.5460418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3471080497308487,"score_gpt":0.4723064055366737,"score_spread":0.1251983558058251,"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."}}