{"id":"W1520181588","doi":"10.1111/cts.12167","title":"Research Participant‐Centered Outcomes at NIH‐Supported Clinical Research Centers","year":2014,"lang":"en","type":"article","venue":"Clinical and Translational Science","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; NIH Clinical Center; National Institutes of Health","keywords":"Informed consent; Clinical research; Feeling; Ethnic group; Medicine; Family medicine; Population; Psychology; Research design; Clinical psychology; Alternative medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"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","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1206419,0.0001781443,0.0006836452,0.0003834101,0.001234413,0.0001350654,0.0008161673,0.0005221906,0.0005221532],"category_scores_gemma":[0.06721088,0.0001296016,0.0003069042,0.001474973,0.02036227,0.0002249786,0.0006197645,0.004919697,0.0004951837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004731319,"about_ca_system_score_gemma":0.001514469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006170485,"about_ca_topic_score_gemma":0.0002955806,"domain_scores_codex":[0.9871336,0.002065235,0.001990909,0.001541235,0.00583493,0.001434142],"domain_scores_gemma":[0.9161383,0.07711596,0.0001327848,0.00113993,0.003161156,0.0023119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006047683,0.0007461428,0.9562747,0.00005484704,0.00004254838,0.00001900764,0.0001120103,0.000001144173,0.0002435991,0.03082152,0.0007159276,0.0103638],"study_design_scores_gemma":[0.002684582,0.001008156,0.938324,0.0001515323,0.00002622916,0.00000976391,0.00008693564,0.001908249,0.00007917788,0.04554419,0.01004383,0.0001333111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366908,0.0001047269,0.0001471874,0.05009107,0.0005174114,0.0006222583,0.00001464796,0.00005030593,0.01176157],"genre_scores_gemma":[0.9925323,0.0005722972,0.001523072,0.00129445,0.0004435891,0.00002643514,0.00001459976,0.00002041754,0.003572891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07505073,"threshold_uncertainty_score":0.997376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9143171346648363,"score_gpt":0.7382647753656287,"score_spread":0.1760523592992076,"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."}}