{"id":"W2124935479","doi":"10.1258/jrsm.98.10.444","title":"Research ethics committees in the UK--the pressure is now on research and development departments","year":2005,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Ethics in medical practice","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data science; Library science; Medicine; Engineering ethics; World Wide Web; Political science; Computer science; Engineering","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":[0.08530547,0.0008108434,0.001590391,0.001809298,0.01113018,0.0237128,0.002484055,0.01982683,0.03495223],"category_scores_gemma":[0.1713121,0.001619037,0.0009094783,0.003297076,0.02345326,0.01942918,0.01150655,0.02428188,0.01998345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01729269,"about_ca_system_score_gemma":0.05768257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03164309,"about_ca_topic_score_gemma":0.05521032,"domain_scores_codex":[0.8661322,0.08033455,0.009438446,0.00721794,0.02639963,0.01047724],"domain_scores_gemma":[0.5856034,0.1349672,0.02575791,0.04131731,0.08680192,0.1255523],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001008814,0.00007515746,0.002201941,0.0007504891,0.00003323135,0.0003306544,0.006508651,0.0001044105,0.0009387232,0.09454399,0.8251789,0.0692329],"study_design_scores_gemma":[0.0000425129,0.00005493058,0.004036303,0.001043643,0.00001020312,0.000362137,0.004363006,0.0000485645,0.0001263676,0.01310798,0.9767432,0.00006124041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00161464,0.01659961,0.002008928,0.9466381,0.01239316,0.00007317172,0.0000842587,0.0001450524,0.02044319],"genre_scores_gemma":[0.1188709,0.03186773,0.01864644,0.6709431,0.01495692,0.0005667372,0.0004374092,0.0005482255,0.1431625],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9801732,"threshold_uncertainty_score":0.4511438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3992450870795726,"score_gpt":0.6027512644113372,"score_spread":0.2035061773317646,"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."}}