{"id":"W2936623156","doi":"10.1017/cts.2017.158","title":"2069","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core competency; Competence (human resources); Harmonization; Medical education; Medicine; Clinical research; Clinical trial; Workforce; Research ethics; Psychology; Consolidated Standards of Reporting Trials; Knowledge management; Management; Computer science; Pathology; Political science; Social psychology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.01482584,0.00004013995,0.0002404179,0.00005533798,0.0003528397,0.00008888543,0.000367672,0.0001018137,0.0000827717],"category_scores_gemma":[0.02728033,0.00002531325,0.0001338891,0.00006357468,0.003322953,0.0003453262,0.00004527508,0.001066627,0.000007294636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002729153,"about_ca_system_score_gemma":0.001239985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003904896,"about_ca_topic_score_gemma":0.000009103226,"domain_scores_codex":[0.9975761,0.00002536851,0.0007551213,0.0001392204,0.001375048,0.0001291258],"domain_scores_gemma":[0.9946632,0.003445083,0.0003385486,0.0002053847,0.0009184122,0.0004293064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003273432,0.0001557593,0.882404,0.00002175121,0.00001968095,0.00004839209,0.00003395985,0.000001645418,0.0002806318,0.04648959,0.00005867446,0.07015858],"study_design_scores_gemma":[0.001067973,0.0002865907,0.8847765,0.00009498337,0.00001652403,0.00006553848,0.000004978923,0.0001624757,0.00006646773,0.1109033,0.002528448,0.00002618824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016422,0.000189837,0.0006059681,0.06458965,0.0005331224,0.00006391035,0.00000171585,0.000002655492,0.03237094],"genre_scores_gemma":[0.9909596,0.0006159854,0.006896356,0.0004099521,0.0004948109,1.528454e-7,7.149984e-8,0.000002128869,0.0006209646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08931737,"threshold_uncertainty_score":0.9993894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7704224402642118,"score_gpt":0.7199154412691828,"score_spread":0.05050699899502897,"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."}}