{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03676758,0.0003496111,0.0008369624,0.00328963,0.000562688,0.000273637,0.0009840262,0.002238118,0.0001760359],"category_scores_gemma":[0.06653798,0.0003575316,0.0001255542,0.003379172,0.001600851,0.001756859,0.001042457,0.03137359,0.0001016009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006862907,"about_ca_system_score_gemma":0.003996672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004363931,"about_ca_topic_score_gemma":0.0008774729,"domain_scores_codex":[0.9856012,0.005469753,0.0008847421,0.001737845,0.004233525,0.002072876],"domain_scores_gemma":[0.9362154,0.05977669,0.0002991823,0.001385052,0.0009721375,0.001351537],"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":[0.003064282,0.002513968,0.02143652,0.001344864,0.00004807024,0.00280274,0.007986528,0.00001037291,0.0001043647,0.9212264,0.01446571,0.02499616],"study_design_scores_gemma":[0.004635713,0.006571052,0.4102025,0.005882474,0.000008656882,0.00004063519,0.01782345,0.0002784005,0.000317172,0.2878159,0.2657378,0.000686339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1846597,0.002114928,0.000001775033,0.5959403,0.00006283752,0.0009976802,0.0000118145,0.00014848,0.2160625],"genre_scores_gemma":[0.9318116,0.03999273,0.001060853,0.003327992,0.0001464524,0.000004243779,0.00003551808,0.00005743669,0.0235632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7471519,"threshold_uncertainty_score":0.9998876,"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."}}