{"id":"W1262060974","doi":"","title":"Ethical Challenges and Evolving Practices in Research on Ethics in Health Research","year":2009,"lang":"en","type":"article","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research ethics; Engineering ethics; Empirical research; Dignity; Context (archaeology); Corporate governance; Sociology; Political science; Public relations; Law; Business; Epistemology; 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":["metaresearch"],"category_scores_codex":[0.4919603,0.001183349,0.002329133,0.005249864,0.01802937,0.06169691,0.009792916,0.03746065,0.004648495],"category_scores_gemma":[0.4003313,0.001826569,0.001792831,0.009294514,0.1718921,0.04818777,0.02683885,0.04580766,0.001901384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02779329,"about_ca_system_score_gemma":0.05261165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632565,"about_ca_topic_score_gemma":0.004546683,"domain_scores_codex":[0.3273148,0.5659233,0.02980642,0.01902176,0.05151067,0.006423203],"domain_scores_gemma":[0.2044949,0.6991372,0.02494788,0.02316085,0.03832719,0.00993209],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004573098,0.00007905065,0.001154158,0.001793793,0.0000354503,0.0006599763,0.09949766,0.0006492562,0.0003684905,0.7979179,0.02367896,0.07411967],"study_design_scores_gemma":[0.00003610546,0.00008695754,0.0008712277,0.008605288,0.00001706656,0.00117933,0.048673,0.0008089118,0.0004351934,0.6190578,0.3200765,0.0001526222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0053871,0.04062372,0.02501303,0.9041713,0.005245022,0.0001988847,0.00003874946,0.00007237185,0.01924978],"genre_scores_gemma":[0.4301662,0.06664116,0.1712381,0.2986857,0.02046947,0.002070151,0.0001677649,0.0004691173,0.01009239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9625394,"threshold_uncertainty_score":0.6265033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7835281571587134,"score_gpt":0.5973329426840492,"score_spread":0.1861952144746641,"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."}}