{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001277442,0.0008579252,0.0005774284,0.001672355,0.001595719,0.004450578,0.001365802,0.002678019,0.7291317],"category_scores_gemma":[0.003828966,0.0003077824,0.0006139717,0.001628732,0.0007285727,0.002404835,0.003051102,0.001648789,0.6373019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481823,"about_ca_system_score_gemma":0.003414508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003109285,"about_ca_topic_score_gemma":0.004551369,"domain_scores_codex":[0.9986082,0.0002840305,0.0001338312,0.000340462,0.0004334873,0.0002000837],"domain_scores_gemma":[0.9976947,0.0003594368,0.000124276,0.0003051638,0.0009634432,0.0005529746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001325363,0.0001758081,0.002534794,0.0004204305,0.00001592597,0.0003689885,0.0002614259,0.0001550298,0.001054621,0.01706346,0.5979306,0.3798864],"study_design_scores_gemma":[0.00001817216,0.00004024268,0.001467772,0.000259412,0.000007336785,0.0004174168,0.0002213105,0.0001264689,0.0002528033,0.002114979,0.9950619,0.00001204096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002332924,0.001261727,0.002770507,0.004523436,0.002538909,0.0002293595,0.002771819,0.001011271,0.98256],"genre_scores_gemma":[0.01467136,0.001937862,0.003343678,0.004381122,0.0008988133,0.0002717423,0.006042807,0.0004502348,0.9680025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2708683,"threshold_uncertainty_score":0,"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."}}