{"id":"W2898992494","doi":"10.14740/jocmr3602w","title":"Present Status and Perspectives on Future Roles of Japanese Clinical Research Coordinators","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tokushima; Clinical Trial Center, China Medical University Hospital","keywords":"Medicine; Engineering ethics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.2100679,0.0003161069,0.002602855,0.001858406,0.0003693172,0.00004790197,0.001162609,0.001448647,0.0008302598],"category_scores_gemma":[0.3988515,0.0001946806,0.0006095126,0.002105358,0.0216913,0.0001782049,0.0008902414,0.02265741,0.00007796482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021763,"about_ca_system_score_gemma":0.003714115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001704428,"about_ca_topic_score_gemma":0.00008994528,"domain_scores_codex":[0.9694221,0.009515824,0.005970214,0.001111853,0.01237055,0.001609456],"domain_scores_gemma":[0.7058088,0.2438158,0.001674269,0.002447152,0.04143904,0.004814963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06010975,0.01145608,0.536482,0.001906505,0.002182456,0.001550042,0.02167314,0.000001177031,0.0007709643,0.03719671,0.1258916,0.2007795],"study_design_scores_gemma":[0.0217294,0.173792,0.5120178,0.008517206,0.0002579802,0.0002766199,0.1532932,0.0001790063,0.0006697548,0.03536452,0.09350882,0.0003936917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769451,0.006678416,0.000006551211,0.09383171,0.001221222,0.0008124204,0.000006287383,0.00001511468,0.02048318],"genre_scores_gemma":[0.9221943,0.05010839,0.000626459,0.000301959,0.02395419,0.000008757838,0.000001636231,0.00006512438,0.002739185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2636134,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7446593839764769,"score_gpt":0.7274477583062673,"score_spread":0.01721162567020962,"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."}}