{"id":"W4390342104","doi":"10.7748/nr.2023.e1900","title":"A novel research competency framework for clinical research nurses and midwives","year":2023,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Competence (human resources); Core competency; Scope (computer science); Inclusion (mineral); Medical education; Nursing; Knowledge management; Psychology; Medicine; Computer science; Business","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","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.08142388,0.0001854592,0.0004447598,0.001651663,0.005205156,0.0001408997,0.001043436,0.0006966823,0.0008321319],"category_scores_gemma":[0.06587916,0.0001522567,0.0001078538,0.005094112,0.002900088,0.0003217028,0.0005072102,0.006325929,0.003527891],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003862875,"about_ca_system_score_gemma":0.006157571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118959,"about_ca_topic_score_gemma":0.0003985622,"domain_scores_codex":[0.9825845,0.007664738,0.0009513198,0.001145813,0.003221958,0.004431638],"domain_scores_gemma":[0.9364904,0.05691399,0.00008912585,0.0009983414,0.003693517,0.001814653],"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":[0.0006440397,0.0005323375,0.06978086,0.0009819329,0.00003518028,0.00001104942,0.01467138,5.553123e-7,0.0006337057,0.1149308,0.7585391,0.039239],"study_design_scores_gemma":[0.00120647,0.0009889817,0.378131,0.000766816,0.000003344011,0.000001921163,0.07010787,0.001621067,0.00001989978,0.1183259,0.4286125,0.0002142287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604376,0.00126461,0.0007195345,0.0928164,0.003661763,0.00922128,0.0001683986,0.0003694157,0.03134101],"genre_scores_gemma":[0.6809651,0.0155309,0.04191837,0.001559556,0.01522242,0.01549022,0.0002636307,0.0003743525,0.2286754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3299266,"threshold_uncertainty_score":0.9998134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.855208841394752,"score_gpt":0.7658856437142965,"score_spread":0.08932319768045549,"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."}}